import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns

df_super = pd.read_csv("C:\\users\\siddharth.vij\\Supermarket_Sales_Dataset-1.csv")

df_super.head(5)

	Invoice ID	Branch	City	Customer Type	Gender	Product Type	Unit Price	Quantity	Tax	Selling Price	Date	Time	Payment Type	Cost Price	Gross Income	Rating
0	750-67-8428	A	Bangalore	Member	Female	Health and beauty	74.69	7	26.1415	548.9715	1/5/2019	13:08	Debit card	522.83	26.1415	9.1
1	226-31-3081	C	Mysore	Normal	Female	Electronic accessories	15.28	5	3.8200	80.2200	3/8/2019	10:29	Cash	76.40	3.8200	9.6
2	631-41-3108	A	Bangalore	Normal	Male	Home and lifestyle	46.33	7	16.2155	340.5255	3/3/2019	13:23	Credit card	324.31	16.2155	7.4
3	123-19-1176	A	Bangalore	Member	Male	Health and beauty	58.22	8	23.2880	489.0480	1/27/2019	20:33	Debit card	465.76	23.2880	8.4
4	373-73-7910	A	Bangalore	Normal	Male	Sports and travel	86.31	7	30.2085	634.3785	2/8/2019	10:37	Debit card	604.17	30.2085	5.3

Perform data wrangling / pre-processing

df_super.describe()

	Unit Price	Quantity	Tax	Selling Price	Cost Price	Gross Income	Rating
count	1000.000000	1000.000000	1000.000000	1000.000000	1000.00000	1000.000000	1000.00000
mean	55.672130	5.510000	15.379369	322.966749	307.58738	15.379369	6.97270
std	26.494628	2.923431	11.708825	245.885335	234.17651	11.708825	1.71858
min	10.080000	1.000000	0.508500	10.678500	10.17000	0.508500	4.00000
25%	32.875000	3.000000	5.924875	124.422375	118.49750	5.924875	5.50000
50%	55.230000	5.000000	12.088000	253.848000	241.76000	12.088000	7.00000
75%	77.935000	8.000000	22.445250	471.350250	448.90500	22.445250	8.50000
max	99.960000	10.000000	49.650000	1042.650000	993.00000	49.650000	10.00000

df_super.isnull().sum()

Invoice ID       0
Branch           0
City             0
Customer Type    0
Gender           0
Product Type     0
Unit Price       0
Quantity         0
Tax              0
Selling Price    0
Date             0
Time             0
Payment Type     0
Cost Price       0
Gross Income     0
Rating           0
dtype: int64

Perform exploratory analysis on the data and describe your understanding of the data.

df_super.columns = df_super.columns.str.lower().str.replace(" ", "_")

strings = list(df_super.dtypes[df_super.dtypes == 'object'].index)
for col in strings:
    df_super[col] = df_super[col].str.lower().str.replace(" ", "_")

df_super['date'] = pd.to_datetime(df_super['date'])

df_super['year'] = df_super['date'].dt.year
df_super['month'] = df_super['date'].dt.month
df_super['day'] = df_super['date'].dt.day_name()

plt.figure(figsize = (10, 5))
sns.countplot(x = 'customer_type', data = df_super)
plt.title(" Types of customers ")

Text(0.5, 1.0, ' Types of customers ')

plt.figure(figsize= (10, 5))
sns.countplot(x= 'gender', data = df_super)
plt.title(" Number of transactions per gender")

Text(0.5, 1.0, ' Number of transactions per gender')

plt.figure(figsize= (10, 5))
sns.barplot(x= 'city', y= 'gross_income',data = df_super)
plt.title(" gross income by city")

Text(0.5, 1.0, ' gross income by city')

plt.figure(figsize= (10, 5))
sns.barplot(x= 'city',y= 'tax_', data = df_super)
plt.title("Tax payed per city")

Text(0.5, 1.0, 'Tax payed per city')

plt.figure(figsize= (10, 5))
plt.xticks(rotation = 30)
sns.barplot(x= 'product_type', y='gross_income', data = df_super, order = df_super.product_type.value_counts().sort_values(ascending = True).index)
plt.title("Gross income  per product Type")

Text(0.5, 1.0, 'Gross income  per product Type')

Best_branch = df_super.groupby("branch")['gross_income'].sum().sort_values(ascending = False).head()
Best_city =  df_super.groupby("city")['gross_income'].sum().sort_values(ascending = False).head()
print(Best_branch)
print(Best_city)

branch
c    5265.1765
a    5057.1605
b    5057.0320
Name: gross_income, dtype: float64
city
mysore       5265.1765
bangalore    5057.1605
mangalore    5057.0320
Name: gross_income, dtype: float64

plt.figure(figsize = (10, 5))
sns.histplot(x=df_super.gross_income, kde= True, bins = 90)
plt.title("Grows income distribution")

Text(0.5, 1.0, 'Grows income distribution')

plt.figure(figsize = (10, 5))
sns.histplot(x=df_super['tax_'], kde= True, bins = 90)

<AxesSubplot:xlabel='tax_', ylabel='Count'>

plt.figure(figsize = (10, 5))
sns.histplot(x=df_super['unit_price'], kde= True, bins = 50)
plt.title("Unit price distribution ")

Text(0.5, 1.0, 'Unit price distribution ')

plt.figure(figsize = (10, 5))
ax =sns.countplot(x= "quantity", data =df_super)
for container in ax.containers:
    ax.bar_label(container)
sns.countplot(x = df_super.quantity, order = df_super.quantity.value_counts().sort_values(ascending=True).index)    
plt.title(" Product quantity distribution ")

Text(0.5, 1.0, ' Product quantity distribution ')

#Using Pearson Correlation
plt.figure(figsize=(12,10))
cor = df_super.corr()
sns.heatmap(cor, annot=True, cmap=plt.cm.Reds)
plt.show()

Apply any two feature selection engineering techniques

1] correlation coefficient

#Correlation with output variable
cor_target = abs(cor["gross_income"])
#Selecting highly correlated features
relevant_features = cor_target[cor_target>0.5]
relevant_features

unit_price       0.633962
quantity         0.705510
tax_             1.000000
selling_price    1.000000
cost_price       1.000000
gross_income     1.000000
Name: gross_income, dtype: float64

2] Backward Elimination

X = df_super.drop(["gross_income","invoice_id","branch","city","customer_type","gender","product_type","date","time","payment_type","day"],axis=1)  #Feature Matrix
y = df_super["gross_income"]          #Target Variable
#df_super.head()

import statsmodels.api as sm
#Adding constant column of ones, mandatory for sm.OLS model
X_1 = sm.add_constant(X)
#Fitting sm.OLS model
model = sm.OLS(y,X_1.astype(float)).fit()
model.pvalues

C:\Users\siddharth.vij\Anaconda3\lib\site-packages\statsmodels\tsa\tsatools.py:142: FutureWarning: In a future version of pandas all arguments of concat except for the argument 'objs' will be keyword-only
  x = pd.concat(x[::order], 1)

unit_price       8.348111e-11
quantity         4.754443e-04
tax_             0.000000e+00
selling_price    0.000000e+00
cost_price       0.000000e+00
rating           1.000000e+00
year             2.416101e-01
month            2.440608e-04
dtype: float64

From above analysis we are picking 5 feature for analysis 5 features for analysis unit_price 0.633962

quantity 0.705510 tax_ 1.000000 selling_price 1.000000 cost_price 1.000000 gross_income 1.000000

Compare the two selected feature engineering techniques

Plot top 5, 6, and 8 features.

x=['unit_price','quantity','tax_','selling_price','cost_price']

plt.figure(figsize= (10, 5))
for i in range(0,len(x)):
    sns.barplot(x='unit_price',y='product_type', data = df_super)
plt.title("Unit Price Vs Product_Type")

plt.figure(figsize= (10, 5))
for i in range(0,len(x)):
    sns.barplot(x='quantity',y='product_type', data = df_super)
plt.title("Quantity Vs Product_Type")

plt.figure(figsize= (10, 5))
for i in range(0,len(x)):
    sns.barplot(x='tax_',y='product_type', data = df_super)
plt.title("Tax Vs Product_Type")

plt.figure(figsize= (10, 5))
for i in range(0,len(x)):
    sns.barplot(x='selling_price',y='product_type', data = df_super)
plt.title("Sellig Price Vs Product_Typey")

plt.figure(figsize= (10, 5))
for i in range(0,len(x)):
    sns.barplot(x='cost_price',y='product_type', data = df_super)
plt.title("Cost_Price Vs Product_Type")

Text(0.5, 1.0, 'Cost_Price Vs Product_Type')

Provide a high-level description of Machine Learning models – association rules and random forest to predict

df_super1=df_super

df_super=df_super.drop(['invoice_id','tax_', 'time', 'payment_type', 'date'],axis=1)
from sklearn.preprocessing import LabelEncoder
df_col=list(df_super.columns)

for i in range(len(df_col)):
    df_super[df_col[i]] = LabelEncoder().fit_transform(df_super[df_col[i]])
    
df_super.head()

	branch	city	customer_type	gender	product_type	unit_price	quantity	selling_price	cost_price	gross_income	rating	year	month	day
0	0	0	0	0	3	670	6	804	804	804	51	0	0	2
1	2	2	1	0	0	50	4	144	144	144	56	0	2	0
2	0	0	1	1	4	370	6	609	609	609	34	0	2	3
3	0	0	0	1	3	501	7	756	756	756	44	0	0	3
4	0	0	1	1	5	782	6	857	857	857	13	0	1	0

df_super1.head()

	invoice_id	branch	city	customer_type	gender	product_type	unit_price	quantity	tax_	selling_price	date	time	payment_type	cost_price	gross_income	rating	year	month	day
0	750-67-8428	a	bangalore	member	female	health_and_beauty	74.69	7	26.1415	548.9715	2019-01-05	13:08	debit_card	522.83	26.1415	9.1	2019	1	Saturday
1	226-31-3081	c	mysore	normal	female	electronic_accessories	15.28	5	3.8200	80.2200	2019-03-08	10:29	cash	76.40	3.8200	9.6	2019	3	Friday
2	631-41-3108	a	bangalore	normal	male	home_and_lifestyle	46.33	7	16.2155	340.5255	2019-03-03	13:23	credit_card	324.31	16.2155	7.4	2019	3	Sunday
3	123-19-1176	a	bangalore	member	male	health_and_beauty	58.22	8	23.2880	489.0480	2019-01-27	20:33	debit_card	465.76	23.2880	8.4	2019	1	Sunday
4	373-73-7910	a	bangalore	normal	male	sports_and_travel	86.31	7	30.2085	634.3785	2019-02-08	10:37	debit_card	604.17	30.2085	5.3	2019	2	Friday

Random Forest Technique

from sklearn.ensemble import RandomForestRegressor
from sklearn.model_selection import train_test_split

#Defining features
X = df_super[['branch', 'city', 'customer_type', 'gender', 'gross_income', 'unit_price','quantity','selling_price',
              'cost_price','year','month', 'day']]
y = df_super['product_type']

#Splitting data
X_train, X_test, y_train, y_test = train_test_split(X, y, random_state = 1)

print(f'Total number of feature dataset: {len(X)}')
print(f'Total number of training data: {len(X_train)}')
print(f'Shape of train data: {X_train.shape}')
print(f'Shape of test data: {X_test.shape}')

Total number of feature dataset: 1000
Total number of training data: 750
Shape of train data: (750, 12)
Shape of test data: (250, 12)

from sklearn.metrics import accuracy_score, make_scorer
from sklearn.ensemble import RandomForestClassifier
from sklearn.naive_bayes import GaussianNB
regressor = RandomForestClassifier()
  
# fit the regressor with x and y data
regressor.fit(X_train, y_train)
y_pred = regressor.predict(X_test)

from sklearn.metrics import confusion_matrix
conf_mat = confusion_matrix(y_test, y_pred)
print(conf_mat)

# Visualize it as a heatmap
import seaborn
seaborn.heatmap(conf_mat)
plt.show()

[[ 4  7  7  6  6 13]
 [ 7  9 15  5  3  8]
 [ 5 15  4  8  4  4]
 [10  4 12  4  5  6]
 [ 8  5  8  7 12  3]
 [ 5  2 12  4  6  7]]

# Classification Report
from sklearn.metrics import classification_report

print(classification_report(y_test, y_pred))

              precision    recall  f1-score   support

           0       0.10      0.09      0.10        43
           1       0.21      0.19      0.20        47
           2       0.07      0.10      0.08        40
           3       0.12      0.10      0.11        41
           4       0.33      0.28      0.30        43
           5       0.17      0.19      0.18        36

    accuracy                           0.16       250
   macro avg       0.17      0.16      0.16       250
weighted avg       0.17      0.16      0.16       250

Association Rules Technique

df_super1=df_super1.drop(['invoice_id','date','time','rating','year','month','day'],axis=1)
df_super1.head(3)

	branch	city	customer_type	gender	product_type	unit_price	quantity	tax_	selling_price	payment_type	cost_price	gross_income
0	a	bangalore	member	female	health_and_beauty	74.69	7	26.1415	548.9715	debit_card	522.83	26.1415
1	c	mysore	normal	female	electronic_accessories	15.28	5	3.8200	80.2200	cash	76.40	3.8200
2	a	bangalore	normal	male	home_and_lifestyle	46.33	7	16.2155	340.5255	credit_card	324.31	16.2155

records=[]
for i in range(0,1000):
    records.append([str(df_super1.values[i,j]) for j in range(0,12)])
print(records[1])

['c', 'mysore', 'normal', 'female', 'electronic_accessories', '15.28', '5', '3.82', '80.22', 'cash', '76.4', '3.82']

from apyori import apriori

association_rules = apriori(records, min_support=0.0045, min_confidence=0.5, min_lift=3, min_length=3)
association_results = list(association_rules)
print(type(association_results))
print(len(association_results))
for i in range(0,len(association_results)):
    print(association_results[i])

<class 'list'>
1441
RelationRecord(items=frozenset({'b', 'mangalore'}), support=0.332, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', 'c'}), support=0.328, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '1', 'mangalore'}), support=0.032, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '1', 'c'}), support=0.044, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.13414634146341461, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c'}), confidence=0.13414634146341461, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', 'mangalore', '10'}), support=0.036, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.10843373493975902, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.10843373493975902, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', 'c', '10'}), support=0.045, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.1371951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', '10'}), confidence=0.1371951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '2', 'mangalore'}), support=0.033, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.09939759036144578, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.09939759036144578, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '2', 'c'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '3', 'mangalore'}), support=0.036, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.10843373493975902, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.10843373493975902, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '3', 'c'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '3'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'3', 'c'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '4', 'mangalore'}), support=0.039, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.11746987951807228, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.11746987951807228, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '4', 'c'}), support=0.033, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.10060975609756098, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c'}), confidence=0.10060975609756098, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', 'mangalore', '5'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', 'c', '5'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', '5'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '6', 'mangalore'}), support=0.036, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.10843373493975902, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.10843373493975902, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '6', 'c'}), support=0.031, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6'}), confidence=0.09451219512195122, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'c'}), confidence=0.09451219512195122, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '7', 'mangalore'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '7', 'c'}), support=0.038, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.11585365853658536, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c'}), confidence=0.11585365853658536, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '8', 'mangalore'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '8', 'c'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'mysore'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'c'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', '9', 'mangalore'}), support=0.034, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.10240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.10240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mysore', '9', 'c'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.0823170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'c'}), confidence=0.0823170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'b', 'cash', 'mangalore'}), support=0.11, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.3313253012048193, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.3313253012048193, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'mangalore'}), support=0.109, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.32831325301204817, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.32831325301204817, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'mangalore'}), support=0.113, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.34036144578313254, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.34036144578313254, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'electronic_accessories', 'mangalore'}), support=0.055, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.16566265060240964, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.16566265060240964, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'fashion_accessories', 'mangalore'}), support=0.062, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.18674698795180722, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.18674698795180722, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'mangalore'}), support=0.162, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.4879518072289157, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.4879518072289157, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'food_and_beverages', 'mangalore'}), support=0.05, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'mangalore'}), support=0.053, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.15963855421686746, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.15963855421686746, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', 'mangalore'}), support=0.05, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'mangalore'}), support=0.17, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5120481927710844, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5120481927710844, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'member', 'mangalore'}), support=0.165, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.49698795180722893, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.49698795180722893, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'normal', 'mangalore'}), support=0.167, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5030120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5030120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'sports_and_travel', 'mangalore'}), support=0.062, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.18674698795180722, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.18674698795180722, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c'}), support=0.124, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3780487804878049, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c'}), confidence=0.3780487804878049, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c'}), support=0.098, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.29878048780487804, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.29878048780487804, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c'}), support=0.106, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.323170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.323170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'electronic_accessories'}), support=0.055, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.16768292682926828, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.16768292682926828, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', 'c'}), support=0.065, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.19817073170731708, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.19817073170731708, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c'}), support=0.178, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.5426829268292682, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c'}), confidence=0.5426829268292682, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'food_and_beverages'}), support=0.066, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.20121951219512196, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.20121951219512196, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', 'c'}), support=0.052, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.15853658536585363, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.15853658536585363, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'home_and_lifestyle', 'c'}), support=0.045, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.1371951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.1371951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c'}), support=0.15, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.45731707317073167, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c'}), confidence=0.45731707317073167, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'member'}), support=0.169, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5152439024390244, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.5152439024390244, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'normal'}), support=0.159, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.4847560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.4847560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'sports_and_travel', 'c'}), support=0.045, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.1371951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.1371951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', '1'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'cash'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '1'}), confidence=0.1272727272727273, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '1'}), confidence=0.1272727272727273, lift=3.535353535353536)])
RelationRecord(items=frozenset({'a', 'bangalore', '1', 'debit_card'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '1'}), confidence=0.11111111111111112, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '1'}), confidence=0.11111111111111112, lift=3.08641975308642)])
RelationRecord(items=frozenset({'a', 'bangalore', '1', 'electronic_accessories'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.15, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '1'}), confidence=0.15, lift=4.166666666666667)])
RelationRecord(items=frozenset({'a', 'bangalore', '1', 'fashion_accessories'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.3055555555555556, lift=5.99128540305011), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.3055555555555556, lift=5.99128540305011), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.21568627450980393, lift=5.991285403050109), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', '1'}), confidence=0.21568627450980393, lift=5.991285403050109)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', '1'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6944444444444445, lift=3.879577901924271), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'male'}), confidence=0.6944444444444445, lift=3.879577901924271), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1'}), confidence=0.13966480446927376, lift=3.8795779019242715), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '1'}), confidence=0.13966480446927376, lift=3.8795779019242715)])
RelationRecord(items=frozenset({'a', 'bangalore', '1', 'normal'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6111111111111112, lift=3.532434168272319), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.6111111111111112, lift=3.532434168272319), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.12716763005780346, lift=3.5324341682723186), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.12716763005780346, lift=3.5324341682723186)])
RelationRecord(items=frozenset({'a', 'credit_card', '1', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'fashion_accessories'}), items_add=frozenset({'a', 'credit_card', '1'}), confidence=0.02808988764044944, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '1'}), items_add=frozenset({'fashion_accessories'}), confidence=0.625, lift=3.51123595505618)])
RelationRecord(items=frozenset({'a', 'male', '1', 'fashion_accessories'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'a', 'male', 'fashion_accessories'}), confidence=0.07142857142857142, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'1'}), confidence=0.34782608695652173, lift=3.105590062111801)])
RelationRecord(items=frozenset({'b', 'cash', '1', 'mangalore'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '1', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '1'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.1090909090909091, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.1090909090909091, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'b', 'cash', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '1', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '1', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '1'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4375, lift=4.013761467889908), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4375, lift=4.013761467889908), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.12844036697247707, lift=4.013761467889909), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.12844036697247707, lift=4.013761467889909), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '1', 'mangalore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '1', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'debit_card'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'1', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '1', 'electronic_accessories', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'1', 'electronic_accessories', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'electronic_accessories'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'1', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '1', 'fashion_accessories', 'mangalore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '1', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'fashion_accessories'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.21875, lift=3.528225806451613), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.21875, lift=3.528225806451613), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.11290322580645161, lift=3.5282258064516125), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.11290322580645161, lift=3.5282258064516125), OrderedStatistic(items_base=frozenset({'b', '1', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '1', 'mangalore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '1', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '1'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', '1', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '1', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '1'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.1875, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.1875, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.11320754716981132, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.11320754716981132, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '1', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '1', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '1'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.59375, lift=3.492647058823529), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.59375, lift=3.492647058823529), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.11176470588235293, lift=3.492647058823529), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.11176470588235293, lift=3.492647058823529), OrderedStatistic(items_base=frozenset({'b', 'male', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '1', 'member', 'mangalore'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'1', 'mangalore', 'member'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.5625, lift=3.4090909090909087), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5625, lift=3.4090909090909087), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.10909090909090907, lift=3.4090909090909083), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.10909090909090907, lift=3.4090909090909083), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '1', 'normal', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'1', 'normal', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'normal'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'1', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '1', 'sports_and_travel', 'mangalore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'1', 'sports_and_travel', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'sports_and_travel'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.3125, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.3125, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.16129032258064516, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.16129032258064516, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'b', '1', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'1', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'credit_card', '1'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card', '1'}), confidence=0.02808988764044944, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '1'}), items_add=frozenset({'fashion_accessories'}), confidence=0.625, lift=3.51123595505618)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'male', '1'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.07142857142857142, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'1'}), confidence=0.34782608695652173, lift=3.105590062111801)])
RelationRecord(items=frozenset({'cash', 'mysore', '1', 'c'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '1'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '1', 'c'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4318181818181818, lift=3.4824046920821115), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'c'}), confidence=0.4318181818181818, lift=3.4824046920821115), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.1532258064516129, lift=3.482404692082112), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'1', 'c'}), confidence=0.1532258064516129, lift=3.482404692082112), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', '1', 'c'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '1'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '1', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '1', 'c', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1', 'debit_card'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c', 'debit_card'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '1', 'c', 'electronic_accessories'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', '1', 'c'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '1'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '1', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.27272727272727276, lift=4.195804195804196), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.27272727272727276, lift=4.195804195804196), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.18461538461538463, lift=4.195804195804197), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'1', 'c'}), confidence=0.18461538461538463, lift=4.195804195804197), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '1', 'c'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '1'}), confidence=0.06402439024390244, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '1', 'c'}), confidence=0.06402439024390244, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '1', 'c', 'food_and_beverages'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1', 'food_and_beverages'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c', 'food_and_beverages'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.20454545454545453, lift=3.099173553719008), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.20454545454545453, lift=3.099173553719008), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '1'}), confidence=0.13636363636363635, lift=3.0991735537190084), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'1', 'c'}), confidence=0.13636363636363635, lift=3.0991735537190084), OrderedStatistic(items_base=frozenset({'1', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', '1', 'c'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '1'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', '1', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'home_and_lifestyle', 'mysore', '1', 'c'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', '1'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', '1'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.15909090909090912, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.15909090909090912, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.15555555555555556, lift=3.5353535353535355), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'1', 'c'}), confidence=0.15555555555555556, lift=3.5353535353535355), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', '1', 'c'}), support=0.023, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '1'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '1', 'c'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5227272727272727, lift=3.484848484848485), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'male', 'c'}), confidence=0.5227272727272727, lift=3.484848484848485), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.15333333333333335, lift=3.4848484848484853), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'1', 'c'}), confidence=0.15333333333333335, lift=3.4848484848484853), OrderedStatistic(items_base=frozenset({'male', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '1', 'c', 'member'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1', 'member'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5681818181818182, lift=3.3620225927918237), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'c', 'member'}), confidence=0.5681818181818182, lift=3.3620225927918237), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.14792899408284024, lift=3.3620225927918237), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.14792899408284024, lift=3.3620225927918237), OrderedStatistic(items_base=frozenset({'1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '1', 'c', 'normal'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1', 'normal'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c', 'normal'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '1', 'c', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '1', 'sports_and_travel'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'1', 'c', 'sports_and_travel'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', '1', 'fashion_accessories'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'cash', 'male', 'fashion_accessories'}), confidence=0.08928571428571429, lift=3.0788177339901477), OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories'}), items_add=frozenset({'1'}), confidence=0.3448275862068965, lift=3.0788177339901472)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', '10'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.31578947368421056, lift=3.036437246963563), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.31578947368421056, lift=3.036437246963563), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '10'}), confidence=0.11538461538461539, lift=3.036437246963563), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '10'}), confidence=0.11538461538461539, lift=3.036437246963563)])
RelationRecord(items=frozenset({'a', 'bangalore', 'debit_card', '10'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.44736842105263164, lift=3.550543024227235), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.44736842105263164, lift=3.550543024227235), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '10'}), confidence=0.13492063492063494, lift=3.5505430242272356), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '10'}), confidence=0.13492063492063494, lift=3.5505430242272356)])
RelationRecord(items=frozenset({'a', 'bangalore', 'fashion_accessories', '10'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.15789473684210528, lift=3.095975232198143), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.15789473684210528, lift=3.095975232198143), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', '10'}), confidence=0.11764705882352942, lift=3.0959752321981426), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', '10'}), confidence=0.11764705882352942, lift=3.0959752321981426)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', '10'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5263157894736842, lift=3.269042170644001), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'female'}), confidence=0.5263157894736842, lift=3.269042170644001), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '10'}), confidence=0.12422360248447205, lift=3.2690421706440014), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '10'}), confidence=0.12422360248447205, lift=3.2690421706440014)])
RelationRecord(items=frozenset({'a', 'bangalore', 'member', '10'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6578947368421053, lift=3.939489442168295), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.6578947368421053, lift=3.939489442168295), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.1497005988023952, lift=3.939489442168295), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.1497005988023952, lift=3.939489442168295)])
RelationRecord(items=frozenset({'a', 'bangalore', 'sports_and_travel', '10'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.23684210526315788, lift=4.014272970561998), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.23684210526315788, lift=4.014272970561998), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '10'}), confidence=0.15254237288135594, lift=4.014272970561999), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '10'}), confidence=0.15254237288135594, lift=4.014272970561999)])
RelationRecord(items=frozenset({'b', 'cash', 'mangalore', '10'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '10', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '10'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'mangalore', '10'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '10', 'mangalore'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '10'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4444444444444445, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4444444444444445, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.14678899082568808, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.14678899082568808, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'mangalore', '10'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'debit_card', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', '10'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'electronic_accessories', '10'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'electronic_accessories', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', '10'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.16666666666666669, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.16666666666666669, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.1090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.1090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'electronic_accessories', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'fashion_accessories', '10'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '10', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', '10'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'mangalore', '10'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '10', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.1111111111111111, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.1111111111111111, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'food_and_beverages', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'food_and_beverages', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', '10'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'mangalore', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '10', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '10'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.19444444444444448, lift=3.6687631027253675), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.19444444444444448, lift=3.6687631027253675), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.1320754716981132, lift=3.668763102725367), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.1320754716981132, lift=3.668763102725367), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'mangalore', '10'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '10', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '10'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'member', '10'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'member', 'mangalore'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '10', 'member'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'normal', '10'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'normal', 'mangalore'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', '10'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'normal'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.11976047904191617, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.11976047904191617, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'b', 'normal', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'sports_and_travel', '10'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'sports_and_travel', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', '10'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'sports_and_travel', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'c', 'electronic_accessories', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'cash', '10'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.19444444444444448, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', '10'}), confidence=0.1272727272727273, lift=3.535353535353536)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', '10'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '10'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', '10'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3777777777777778, lift=3.0465949820788536), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'cash', 'c'}), confidence=0.3777777777777778, lift=3.0465949820788536), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.1370967741935484, lift=3.0465949820788536), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', '10'}), confidence=0.1370967741935484, lift=3.0465949820788536), OrderedStatistic(items_base=frozenset({'cash', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c', '10'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '10'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', '10'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.35555555555555557, lift=3.6281179138321997), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.35555555555555557, lift=3.6281179138321997), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.16326530612244897, lift=3.6281179138321993), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'c', '10'}), confidence=0.16326530612244897, lift=3.6281179138321993), OrderedStatistic(items_base=frozenset({'credit_card', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', '10'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', '10'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', '10'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'electronic_accessories', '10'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'electronic_accessories', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'electronic_accessories', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.22222222222222224, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.22222222222222224, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '10'}), confidence=0.18181818181818182, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'c', '10'}), confidence=0.18181818181818182, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', 'c', '10'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '10'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'c', '10'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.13846153846153844, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'c', '10'}), confidence=0.13846153846153844, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c', '10'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '10'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', '10'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'female', 'mysore'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'female', 'c'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.1404494382022472, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'c', '10'}), confidence=0.1404494382022472, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'female', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'food_and_beverages', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'food_and_beverages', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'food_and_beverages', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', 'c', '10'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '10'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'c', '10'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'home_and_lifestyle', 'c', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c', '10'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c', '10'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '10'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', '10'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'member', '10'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '10', 'member'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'10', 'c', 'member'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'member', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'member', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'normal', '10'}), support=0.023, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'normal', '10'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'normal', '10'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5111111111111111, lift=3.214535290006988), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'c', 'normal'}), confidence=0.5111111111111111, lift=3.214535290006988), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '10'}), confidence=0.14465408805031446, lift=3.2145352900069883), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'c', '10'}), confidence=0.14465408805031446, lift=3.2145352900069883), OrderedStatistic(items_base=frozenset({'c', 'normal', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'normal', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'sports_and_travel', 'c', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'sports_and_travel', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'sports_and_travel', 'c', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'c', '10'}), confidence=0.15555555555555556, lift=3.4567901234567904), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'electronic_accessories', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'cash', '10'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.19444444444444448, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', '10'}), confidence=0.1272727272727273, lift=3.535353535353536)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', '2'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35714285714285715, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35714285714285715, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '2'}), confidence=0.09615384615384616, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '2'}), confidence=0.09615384615384616, lift=3.4340659340659343)])
RelationRecord(items=frozenset({'a', 'bangalore', '2', 'debit_card'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.39285714285714285, lift=3.1179138321995463), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.39285714285714285, lift=3.1179138321995463), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '2'}), confidence=0.0873015873015873, lift=3.1179138321995463), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '2'}), confidence=0.0873015873015873, lift=3.1179138321995463)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', '2'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5357142857142857, lift=3.3274179236912156), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'female'}), confidence=0.5357142857142857, lift=3.3274179236912156), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '2'}), confidence=0.09316770186335403, lift=3.3274179236912156), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '2'}), confidence=0.09316770186335403, lift=3.3274179236912156)])
RelationRecord(items=frozenset({'a', 'bangalore', '2', 'food_and_beverages'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.21428571428571427, lift=3.694581280788177), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.21428571428571427, lift=3.694581280788177), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', '2'}), confidence=0.10344827586206896, lift=3.694581280788177), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', '2'}), confidence=0.10344827586206896, lift=3.694581280788177)])
RelationRecord(items=frozenset({'a', 'bangalore', '2', 'home_and_lifestyle'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.21428571428571427, lift=3.2967032967032965), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.21428571428571427, lift=3.2967032967032965), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '2'}), confidence=0.09230769230769231, lift=3.296703296703297), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '2'}), confidence=0.09230769230769231, lift=3.296703296703297)])
RelationRecord(items=frozenset({'a', 'bangalore', '2', 'member'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5357142857142857, lift=3.20786997433704), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'member'}), confidence=0.5357142857142857, lift=3.20786997433704), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '2'}), confidence=0.08982035928143711, lift=3.2078699743370396), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '2'}), confidence=0.08982035928143711, lift=3.2078699743370396)])
RelationRecord(items=frozenset({'a', 'bangalore', '2', 'sports_and_travel'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.21428571428571427, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.21428571428571427, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '2'}), confidence=0.1016949152542373, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '2'}), confidence=0.1016949152542373, lift=3.6319612590799033)])
RelationRecord(items=frozenset({'b', 'cash', '2', 'mangalore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '2', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '2'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', '2'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '2', 'mangalore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '2', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '2'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '2'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'debit_card', 'mangalore'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'debit_card', 'mangalore'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'debit_card'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.48484848484848486, lift=4.290694556181282), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.48484848484848486, lift=4.290694556181282), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.1415929203539823, lift=4.290694556181282), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.1415929203539823, lift=4.290694556181282), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'fashion_accessories', 'mangalore'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '2', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'fashion_accessories'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.36363636363636365, lift=5.865102639296188), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.36363636363636365, lift=5.865102639296188), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.1935483870967742, lift=5.865102639296187), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.1935483870967742, lift=5.865102639296187), OrderedStatistic(items_base=frozenset({'b', '2', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '2', 'mangalore'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'mangalore', '2'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '2'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '2'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'food_and_beverages', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'food_and_beverages', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'food_and_beverages'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.09999999999999999, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.09999999999999999, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', '2', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'home_and_lifestyle', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'home_and_lifestyle', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'home_and_lifestyle'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.09999999999999999, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.09999999999999999, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', '2', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '2', 'mangalore'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '2', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '2'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5454545454545454, lift=3.20855614973262), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5454545454545454, lift=3.20855614973262), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.10588235294117646, lift=3.20855614973262), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.10588235294117646, lift=3.20855614973262), OrderedStatistic(items_base=frozenset({'b', 'male', '2'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'member', 'mangalore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'mangalore', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'normal', 'mangalore'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'normal', 'mangalore'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'normal'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.13173652694610777, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.13173652694610777, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'b', '2', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '2', 'sports_and_travel', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'sports_and_travel', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'sports_and_travel'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', '2', 'c', 'mysore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '2', 'mysore'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '2', 'c'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.43333333333333335, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'cash', 'c'}), confidence=0.43333333333333335, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.10483870967741934, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.10483870967741934, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'cash', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '2', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'credit_card', '2', 'c'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '2'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '2', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.09183673469387754, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.09183673469387754, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '2'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '2', 'debit_card', 'c'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', '2'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'debit_card', 'c'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', '2', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', '2', 'mysore'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '2', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.09230769230769231, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.09230769230769231, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '2', 'c'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '2'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', '2'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '2'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '2', 'c', 'food_and_beverages'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'food_and_beverages', '2'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'c', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', '2', 'c', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', '2', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', '2', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.23333333333333334, lift=4.487179487179487), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.23333333333333334, lift=4.487179487179487), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.13461538461538464, lift=4.487179487179488), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.13461538461538464, lift=4.487179487179488), OrderedStatistic(items_base=frozenset({'health_and_beauty', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', '2', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'male', '2', 'c'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '2'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '2', 'c'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5333333333333333, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'male', 'c'}), confidence=0.5333333333333333, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.10666666666666667, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.10666666666666667, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'male', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '2', 'c', 'member'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'member', '2'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'c', 'member'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5666666666666668, lift=3.3530571992110456), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'c', 'member'}), confidence=0.5666666666666668, lift=3.3530571992110456), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '2'}), confidence=0.10059171597633136, lift=3.3530571992110456), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'2', 'c'}), confidence=0.10059171597633136, lift=3.3530571992110456), OrderedStatistic(items_base=frozenset({'2', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '2', 'c', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'normal', '2'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'c', 'normal'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '2', 'sports_and_travel', 'c'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'sports_and_travel', '2'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'sports_and_travel', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.2, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.2, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.13333333333333333, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'2', 'c'}), confidence=0.13333333333333333, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'2', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', '3'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.32352941176470584, lift=3.110859728506787), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.32352941176470584, lift=3.110859728506787), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '3'}), confidence=0.10576923076923077, lift=3.110859728506787), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '3'}), confidence=0.10576923076923077, lift=3.110859728506787)])
RelationRecord(items=frozenset({'a', 'bangalore', '3', 'electronic_accessories'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.20588235294117646, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.20588235294117646, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '3'}), confidence=0.11666666666666667, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '3'}), confidence=0.11666666666666667, lift=3.4313725490196076)])
RelationRecord(items=frozenset({'a', 'bangalore', '3', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.23529411764705882, lift=4.056795131845842), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.23529411764705882, lift=4.056795131845842), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', '3'}), confidence=0.13793103448275862, lift=4.056795131845841), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', '3'}), confidence=0.13793103448275862, lift=4.056795131845841)])
RelationRecord(items=frozenset({'a', 'bangalore', '3', 'health_and_beauty'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.14705882352941177, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'health_and_beauty'}), confidence=0.14705882352941177, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', '3'}), confidence=0.10638297872340426, lift=3.1289111389236544), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', '3'}), confidence=0.10638297872340426, lift=3.1289111389236544)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', '3'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5882352941176471, lift=3.2862306933946765), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'male'}), confidence=0.5882352941176471, lift=3.2862306933946765), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '3'}), confidence=0.111731843575419, lift=3.286230693394676), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '3'}), confidence=0.111731843575419, lift=3.286230693394676)])
RelationRecord(items=frozenset({'a', 'bangalore', '3', 'normal'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5882352941176471, lift=3.4002040122407347), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'normal'}), confidence=0.5882352941176471, lift=3.4002040122407347), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '3'}), confidence=0.11560693641618498, lift=3.4002040122407347), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '3'}), confidence=0.11560693641618498, lift=3.4002040122407347)])
RelationRecord(items=frozenset({'b', 'cash', '3', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '3', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '3'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '3', 'food_and_beverages'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '3'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.1764705882352941, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', '3'}), confidence=0.12, lift=3.529411764705882)])
RelationRecord(items=frozenset({'b', 'credit_card', '3', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '3', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '3'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.38888888888888895, lift=3.567787971457697), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.38888888888888895, lift=3.567787971457697), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.12844036697247707, lift=3.5677879714576965), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.12844036697247707, lift=3.5677879714576965), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'food_and_beverages', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'3'}), confidence=0.29411764705882354, lift=3.2679738562091507)])
RelationRecord(items=frozenset({'b', '3', 'mangalore', 'debit_card'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '3', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'debit_card'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.47222222222222227, lift=4.178957718780728), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.47222222222222227, lift=4.178957718780728), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.1504424778761062, lift=4.178957718780728), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.1504424778761062, lift=4.178957718780728), OrderedStatistic(items_base=frozenset({'b', '3', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'electronic_accessories', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'electronic_accessories', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'electronic_accessories'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.16666666666666669, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.16666666666666669, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.1090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.1090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', '3', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '3', 'food_and_beverages'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'female', '3'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.17073170731707316, lift=3.414634146341463), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', '3'}), confidence=0.13999999999999999, lift=3.414634146341463)])
RelationRecord(items=frozenset({'b', 'female', '3', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '3', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'food_and_beverages', 'mangalore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'food_and_beverages', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.3055555555555556, lift=6.111111111111112), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.3055555555555556, lift=6.111111111111112), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.21999999999999997, lift=6.111111111111111), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.21999999999999997, lift=6.111111111111111), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'food_and_beverages', 'member'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.08888888888888889, lift=3.0651340996168583), OrderedStatistic(items_base=frozenset({'3', 'member'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.18181818181818182, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'3', 'member'}), confidence=0.16, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'3'}), confidence=0.27586206896551724, lift=3.0651340996168583)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', '3', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'mangalore', '3'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', '3'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.12, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.12, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '3', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '3', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '3'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5277777777777778, lift=3.1045751633986924), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5277777777777778, lift=3.1045751633986924), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.11176470588235293, lift=3.104575163398693), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.11176470588235293, lift=3.104575163398693), OrderedStatistic(items_base=frozenset({'b', 'male', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'member', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'mangalore', 'member'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'normal', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5277777777777778, lift=3.160345974717232), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5277777777777778, lift=3.160345974717232), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.11377245508982035, lift=3.160345974717232), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.11377245508982035, lift=3.160345974717232), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '3', 'sports_and_travel', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'mysore', '3', 'c'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '3'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '3', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', '3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', '3', 'c'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '3'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '3', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.44999999999999996, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.44999999999999996, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '3'}), confidence=0.09183673469387754, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'3', 'c'}), confidence=0.09183673469387754, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '3', 'c', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '3', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'3', 'c', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '3', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', '3', 'c'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '3'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '3', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', '3'}), confidence=0.09230769230769231, lift=4.615384615384616), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'3', 'c'}), confidence=0.09230769230769231, lift=4.615384615384616), OrderedStatistic(items_base=frozenset({'fashion_accessories', '3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '3', 'c'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '3'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '3', 'c'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', '3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', '3', 'c'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '3'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '3', 'c'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '3'}), confidence=0.06666666666666667, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'3', 'c'}), confidence=0.06666666666666667, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'male', '3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '3', 'c', 'member'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '3', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'3', 'c', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6499999999999999, lift=3.8461538461538454), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'c', 'member'}), confidence=0.6499999999999999, lift=3.8461538461538454), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '3'}), confidence=0.07692307692307691, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'3', 'c'}), confidence=0.07692307692307691, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'3', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '3', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '3', 'c', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '3', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'3', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'3', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '3', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', '3', 'food_and_beverages', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '3'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.1764705882352941, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'credit_card', '3'}), confidence=0.12, lift=3.529411764705882)])
RelationRecord(items=frozenset({'3', 'mangalore', 'food_and_beverages', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3'}), confidence=0.29411764705882354, lift=3.2679738562091507)])
RelationRecord(items=frozenset({'female', '3', 'food_and_beverages', 'mangalore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'female', '3'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.17073170731707316, lift=3.414634146341463), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'female', '3'}), confidence=0.13999999999999999, lift=3.414634146341463)])
RelationRecord(items=frozenset({'member', '3', 'food_and_beverages', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'mangalore', 'food_and_beverages', 'member'}), confidence=0.08888888888888889, lift=3.0651340996168583), OrderedStatistic(items_base=frozenset({'3', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.18181818181818182, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'3', 'member'}), confidence=0.16, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3'}), confidence=0.27586206896551724, lift=3.0651340996168583)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', '4'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.45945945945945954, lift=4.176904176904178), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'cash'}), confidence=0.45945945945945954, lift=4.176904176904178), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '4'}), confidence=0.15454545454545457, lift=4.176904176904178), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '4'}), confidence=0.15454545454545457, lift=4.176904176904178)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', '4'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5135135135135135, lift=3.1895249286553633), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'female'}), confidence=0.5135135135135135, lift=3.1895249286553633), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '4'}), confidence=0.11801242236024845, lift=3.1895249286553637), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '4'}), confidence=0.11801242236024845, lift=3.1895249286553637)])
RelationRecord(items=frozenset({'a', 'bangalore', '4', 'health_and_beauty'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.16216216216216217, lift=3.450258769407706), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'health_and_beauty'}), confidence=0.16216216216216217, lift=3.450258769407706), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', '4'}), confidence=0.1276595744680851, lift=3.4502587694077054), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', '4'}), confidence=0.1276595744680851, lift=3.4502587694077054)])
RelationRecord(items=frozenset({'a', 'bangalore', '4', 'home_and_lifestyle'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.24324324324324323, lift=3.742203742203742), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.24324324324324323, lift=3.742203742203742), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4'}), confidence=0.13846153846153844, lift=3.742203742203742), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '4'}), confidence=0.13846153846153844, lift=3.742203742203742)])
RelationRecord(items=frozenset({'a', 'bangalore', '4', 'member'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5405405405405406, lift=3.2367697038355723), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'member'}), confidence=0.5405405405405406, lift=3.2367697038355723), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.11976047904191617, lift=3.2367697038355723), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.11976047904191617, lift=3.2367697038355723)])
RelationRecord(items=frozenset({'a', 'bangalore', '4', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.1891891891891892, lift=3.2065964269354104), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.1891891891891892, lift=3.2065964269354104), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '4'}), confidence=0.11864406779661017, lift=3.2065964269354104), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '4'}), confidence=0.11864406779661017, lift=3.2065964269354104)])
RelationRecord(items=frozenset({'a', 'home_and_lifestyle', 'cash', '4'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=3.1796502384737684), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle'}), items_add=frozenset({'a', '4'}), confidence=0.11764705882352942, lift=3.1796502384737684)])
RelationRecord(items=frozenset({'b', 'cash', '4', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '4', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '4'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.358974358974359, lift=3.2634032634032635), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.358974358974359, lift=3.2634032634032635), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.1272727272727273, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.1272727272727273, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'b', 'cash', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '4', 'mangalore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '4', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '4'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '4', 'mangalore', 'debit_card'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '4', 'mangalore'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4', 'debit_card'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.41025641025641024, lift=3.630587701384161), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.41025641025641024, lift=3.630587701384161), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.1415929203539823, lift=3.6305877013841616), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.1415929203539823, lift=3.6305877013841616), OrderedStatistic(items_base=frozenset({'b', '4', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '4', 'electronic_accessories', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'electronic_accessories', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4', 'electronic_accessories'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.20512820512820512, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.20512820512820512, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.14545454545454545, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.14545454545454545, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'b', '4', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '4', 'fashion_accessories', 'mangalore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '4', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4', 'fashion_accessories'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.28205128205128205, lift=4.549214226633581), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.28205128205128205, lift=4.549214226633581), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.17741935483870966, lift=4.549214226633581), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.17741935483870966, lift=4.549214226633581), OrderedStatistic(items_base=frozenset({'b', '4', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '4', 'mangalore'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '4', 'mangalore'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '4'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5128205128205129, lift=3.165558721114277), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5128205128205129, lift=3.165558721114277), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.12345679012345678, lift=3.1655587211142766), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.12345679012345678, lift=3.1655587211142766), OrderedStatistic(items_base=frozenset({'b', 'female', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', '4', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '4', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '4'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', '4', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'home_and_lifestyle', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', '4'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.15384615384615385, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.15384615384615385, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.12, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.12, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '4', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '4', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '4'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '4', 'member', 'mangalore'}), support=0.024, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'mangalore', 'member'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4', 'member'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.6153846153846154, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.6153846153846154, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.14545454545454545, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.14545454545454545, lift=3.7296037296037294), OrderedStatistic(items_base=frozenset({'b', '4', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '4', 'normal', 'mangalore'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'normal', 'mangalore'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4', 'normal'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '4', 'sports_and_travel', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '4', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'bangalore', '4', 'home_and_lifestyle'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=3.1796502384737684), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4'}), confidence=0.11764705882352942, lift=3.1796502384737684)])
RelationRecord(items=frozenset({'cash', 'mysore', '4', 'c'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '4'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '4', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', '4', 'c'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '4'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '4', 'c'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.30303030303030304, lift=3.0921459492888066), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.30303030303030304, lift=3.0921459492888066), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.10204081632653061, lift=3.092145949288806), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'4', 'c'}), confidence=0.10204081632653061, lift=3.092145949288806), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '4', 'c', 'debit_card'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'debit_card'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'debit_card'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.42424242424242425, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.42424242424242425, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.1320754716981132, lift=4.002287021154945), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'4', 'c'}), confidence=0.1320754716981132, lift=4.002287021154945), OrderedStatistic(items_base=frozenset({'4', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '4', 'c', 'electronic_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'electronic_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'electronic_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', '4', 'c'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '4'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '4', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '4', 'c'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '4'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '4', 'c', 'food_and_beverages'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'food_and_beverages'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'food_and_beverages'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.30303030303030304, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.30303030303030304, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '4'}), confidence=0.15151515151515152, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'4', 'c'}), confidence=0.15151515151515152, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'4', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'home_and_lifestyle', 'mysore', '4', 'c'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'4', 'mysore', 'home_and_lifestyle'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'home_and_lifestyle', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.21212121212121213, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.21212121212121213, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.15555555555555556, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'4', 'c'}), confidence=0.15555555555555556, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', '4', 'c'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '4'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '4', 'c'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5151515151515151, lift=3.4343434343434343), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'male', 'c'}), confidence=0.5151515151515151, lift=3.4343434343434343), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.11333333333333334, lift=3.4343434343434343), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'4', 'c'}), confidence=0.11333333333333334, lift=3.4343434343434343), OrderedStatistic(items_base=frozenset({'male', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '4', 'c', 'member'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'member'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5151515151515151, lift=3.0482338174645864), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'c', 'member'}), confidence=0.5151515151515151, lift=3.0482338174645864), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '4'}), confidence=0.10059171597633136, lift=3.0482338174645864), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'4', 'c'}), confidence=0.10059171597633136, lift=3.0482338174645864), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '4', 'c', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'normal'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'normal'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.48484848484848486, lift=3.0493615399275775), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'c', 'normal'}), confidence=0.48484848484848486, lift=3.0493615399275775), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '4'}), confidence=0.10062893081761007, lift=3.0493615399275775), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'4', 'c'}), confidence=0.10062893081761007, lift=3.0493615399275775), OrderedStatistic(items_base=frozenset({'4', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'credit_card', '4', 'male'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'health_and_beauty', '4'}), items_add=frozenset({'credit_card', 'male'}), confidence=0.4666666666666667, lift=3.1531531531531534), OrderedStatistic(items_base=frozenset({'credit_card', 'male'}), items_add=frozenset({'health_and_beauty', '4'}), confidence=0.0472972972972973, lift=3.1531531531531534)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', '5'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.34090909090909094, lift=3.2779720279720284), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.34090909090909094, lift=3.2779720279720284), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '5'}), confidence=0.14423076923076925, lift=3.2779720279720284), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '5'}), confidence=0.14423076923076925, lift=3.2779720279720284)])
RelationRecord(items=frozenset({'a', 'bangalore', 'debit_card', '5'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.40909090909090906, lift=3.2467532467532463), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.40909090909090906, lift=3.2467532467532463), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '5'}), confidence=0.14285714285714285, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '5'}), confidence=0.14285714285714285, lift=3.2467532467532467)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', '5'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6363636363636365, lift=3.952569169960475), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6363636363636365, lift=3.952569169960475), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '5'}), confidence=0.17391304347826086, lift=3.9525691699604746), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '5'}), confidence=0.17391304347826086, lift=3.9525691699604746)])
RelationRecord(items=frozenset({'a', 'bangalore', 'food_and_beverages', '5'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', '5'}), confidence=0.1896551724137931, lift=4.310344827586207), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', '5'}), confidence=0.1896551724137931, lift=4.310344827586207)])
RelationRecord(items=frozenset({'a', 'bangalore', 'health_and_beauty', '5'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.20454545454545453, lift=4.352030947775629), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'health_and_beauty'}), confidence=0.20454545454545453, lift=4.352030947775629), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', '5'}), confidence=0.19148936170212766, lift=4.352030947775629), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', '5'}), confidence=0.19148936170212766, lift=4.352030947775629)])
RelationRecord(items=frozenset({'a', 'bangalore', 'normal', '5'}), support=0.026, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5909090909090909, lift=3.4156594850236472), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.5909090909090909, lift=3.4156594850236472), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.15028901734104047, lift=3.4156594850236472), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.15028901734104047, lift=3.4156594850236472)])
RelationRecord(items=frozenset({'a', 'bangalore', 'sports_and_travel', '5'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.20454545454545453, lift=3.4668721109399074), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.20454545454545453, lift=3.4668721109399074), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '5'}), confidence=0.15254237288135594, lift=3.466872110939908), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '5'}), confidence=0.15254237288135594, lift=3.466872110939908)])
RelationRecord(items=frozenset({'a', 'credit_card', 'food_and_beverages', '5'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '5'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.1875, lift=3.232758620689655), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'credit_card', '5'}), confidence=0.10344827586206896, lift=3.2327586206896552)])
RelationRecord(items=frozenset({'b', 'cash', 'mangalore', '5'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '5', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '5'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.39285714285714285, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'cash'}), confidence=0.39285714285714285, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'cash', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'mangalore', '5'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '5', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '5'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'mangalore', '5'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '5', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', '5'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'fashion_accessories', '5'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '5', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', '5'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'mangalore', '5'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '5', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '5'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.08641975308641975, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.08641975308641975, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'food_and_beverages', '5'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'5', 'food_and_beverages', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', '5'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.21428571428571427, lift=4.285714285714286), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.21428571428571427, lift=4.285714285714286), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.12, lift=4.285714285714286), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.12, lift=4.285714285714286), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', 'mangalore', '5'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', '5', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', '5'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.17857142857142858, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.17857142857142858, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'mangalore', '5'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '5', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '5'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'member', '5'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'5', 'member', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '5', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'mangalore', 'normal', '5'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'5', 'normal', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', '5'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6071428571428572, lift=3.6355859709153124), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'normal'}), confidence=0.6071428571428572, lift=3.6355859709153124), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.10179640718562874, lift=3.635585970915312), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.10179640718562874, lift=3.635585970915312), OrderedStatistic(items_base=frozenset({'b', 'normal', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'food_and_beverages', '5'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.1875, lift=3.232758620689655), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'credit_card', '5'}), confidence=0.10344827586206896, lift=3.2327586206896552)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', '5'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '5'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', '5'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4, lift=3.2258064516129035), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'cash', 'c'}), confidence=0.4, lift=3.2258064516129035), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.0967741935483871, lift=3.2258064516129035), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', '5'}), confidence=0.0967741935483871, lift=3.2258064516129035), OrderedStatistic(items_base=frozenset({'cash', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c', '5'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '5'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', '5'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.09183673469387754, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'c', '5'}), confidence=0.09183673469387754, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', '5'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', '5'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', '5'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'electronic_accessories', '5'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'electronic_accessories', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'electronic_accessories', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.23333333333333334, lift=4.242424242424242), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.23333333333333334, lift=4.242424242424242), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '5'}), confidence=0.1272727272727273, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'c', '5'}), confidence=0.1272727272727273, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', 'c', '5'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'c', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c', '5'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '5'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', '5'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', 'c', '5'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'c', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.16666666666666669, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.16666666666666669, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.09615384615384616, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'c', '5'}), confidence=0.09615384615384616, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c', '5'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '5'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', '5'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5333333333333333, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'male', 'c'}), confidence=0.5333333333333333, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.10666666666666667, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'c', '5'}), confidence=0.10666666666666667, lift=3.555555555555556), OrderedStatistic(items_base=frozenset({'male', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'member', '5'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '5', 'member'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'5', 'c', 'member'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6333333333333333, lift=3.7475345167652856), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'c', 'member'}), confidence=0.6333333333333333, lift=3.7475345167652856), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '5'}), confidence=0.11242603550295857, lift=3.747534516765286), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'c', '5'}), confidence=0.11242603550295857, lift=3.747534516765286), OrderedStatistic(items_base=frozenset({'c', 'member', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'member', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'normal', '5'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'normal', '5'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'normal', '5'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'normal', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'normal', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'sports_and_travel', 'c', '5'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'sports_and_travel', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'sports_and_travel', 'c', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.16666666666666669, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.16666666666666669, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.11111111111111112, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'c', '5'}), confidence=0.11111111111111112, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', '6'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3870967741935484, lift=3.5190615835777126), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'cash'}), confidence=0.3870967741935484, lift=3.5190615835777126), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '6'}), confidence=0.1090909090909091, lift=3.519061583577713), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '6'}), confidence=0.1090909090909091, lift=3.519061583577713)])
RelationRecord(items=frozenset({'a', 'bangalore', '6', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4193548387096774, lift=3.32821300563236), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4193548387096774, lift=3.32821300563236), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '6'}), confidence=0.10317460317460317, lift=3.32821300563236), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '6'}), confidence=0.10317460317460317, lift=3.32821300563236)])
RelationRecord(items=frozenset({'a', 'bangalore', '6', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.25806451612903225, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.25806451612903225, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', '6'}), confidence=0.13793103448275862, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', '6'}), confidence=0.13793103448275862, lift=4.4493882091212456)])
RelationRecord(items=frozenset({'a', 'bangalore', '6', 'home_and_lifestyle'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.3548387096774193, lift=5.459057071960297), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.3548387096774193, lift=5.459057071960297), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '6'}), confidence=0.1692307692307692, lift=5.459057071960297), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '6'}), confidence=0.1692307692307692, lift=5.459057071960297)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', '6'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6451612903225806, lift=3.604253018561903), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male'}), confidence=0.6451612903225806, lift=3.604253018561903), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '6'}), confidence=0.111731843575419, lift=3.6042530185619035), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '6'}), confidence=0.111731843575419, lift=3.6042530185619035)])
RelationRecord(items=frozenset({'a', 'bangalore', '6', 'normal'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5483870967741936, lift=3.169867611411524), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'normal'}), confidence=0.5483870967741936, lift=3.169867611411524), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '6'}), confidence=0.09826589595375725, lift=3.169867611411524), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '6'}), confidence=0.09826589595375725, lift=3.169867611411524)])
RelationRecord(items=frozenset({'a', 'home_and_lifestyle', 'female', '6'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'home_and_lifestyle'}), items_add=frozenset({'a', 'female', '6'}), confidence=0.0375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'a', 'female', '6'}), items_add=frozenset({'home_and_lifestyle'}), confidence=0.5454545454545455, lift=3.4090909090909096)])
RelationRecord(items=frozenset({'a', 'male', '6', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'male', 'food_and_beverages'}), confidence=0.25806451612903225, lift=3.0721966205837172), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages'}), items_add=frozenset({'a', '6'}), confidence=0.09523809523809523, lift=3.0721966205837172)])
RelationRecord(items=frozenset({'b', 'cash', '6', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '6', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '6'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.47222222222222227, lift=4.292929292929293), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.47222222222222227, lift=4.292929292929293), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.15454545454545457, lift=4.292929292929294), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.15454545454545457, lift=4.292929292929294), OrderedStatistic(items_base=frozenset({'b', 'cash', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', '6', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'sports_and_travel'}), confidence=0.19444444444444448, lift=3.2956685499058387), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel'}), items_add=frozenset({'b', 'cash'}), confidence=0.368421052631579, lift=3.349282296650718), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'6', 'sports_and_travel'}), confidence=0.06363636363636364, lift=3.3492822966507183), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel'}), items_add=frozenset({'b', '6'}), confidence=0.11864406779661017, lift=3.2956685499058382)])
RelationRecord(items=frozenset({'b', 'credit_card', '6', 'mangalore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '6', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '6'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '6', 'mangalore', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '6', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'debit_card'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '6', 'electronic_accessories', 'mangalore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'electronic_accessories', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'electronic_accessories'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.25, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.25, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.16363636363636364, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.16363636363636364, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', '6', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '6', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '6', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '6'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', '6', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '6', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '6'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', '6', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'home_and_lifestyle', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'home_and_lifestyle'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '6', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '6'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5277777777777778, lift=3.1045751633986924), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5277777777777778, lift=3.1045751633986924), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11176470588235293, lift=3.104575163398693), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.11176470588235293, lift=3.104575163398693), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '6', 'member', 'mangalore'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'mangalore', 'member'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'member'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '6', 'normal', 'mangalore'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11976047904191617, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.11976047904191617, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '6', 'sports_and_travel', 'mangalore'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'sports_and_travel', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'sports_and_travel'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.33333333333333337, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.33333333333333337, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.1935483870967742, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.1935483870967742, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'b', '6', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'bangalore', 'female', '6', 'home_and_lifestyle'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', '6'}), confidence=0.0375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '6'}), items_add=frozenset({'home_and_lifestyle'}), confidence=0.5454545454545455, lift=3.4090909090909096)])
RelationRecord(items=frozenset({'bangalore', 'male', '6', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'male', 'food_and_beverages'}), confidence=0.25806451612903225, lift=3.0721966205837172), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages'}), items_add=frozenset({'bangalore', '6'}), confidence=0.09523809523809523, lift=3.0721966205837172)])
RelationRecord(items=frozenset({'cash', 'mysore', '6', 'c'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '6'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '6', 'c'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', '6', 'c'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '6'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '6', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '6', 'c', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6', 'debit_card'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'c', 'debit_card'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.3870967741935484, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.3870967741935484, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '6'}), confidence=0.11320754716981132, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'6', 'c'}), confidence=0.11320754716981132, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'6', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '6', 'c', 'electronic_accessories'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'c', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.1935483870967742, lift=3.5190615835777126), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.1935483870967742, lift=3.5190615835777126), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '6'}), confidence=0.1090909090909091, lift=3.519061583577713), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'6', 'c'}), confidence=0.1090909090909091, lift=3.519061583577713), OrderedStatistic(items_base=frozenset({'6', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '6', 'c'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '6'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '6', 'c'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.7096774193548386, lift=3.986951794128307), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'female', 'c'}), confidence=0.7096774193548386, lift=3.986951794128307), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '6'}), confidence=0.12359550561797752, lift=3.9869517941283075), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'6', 'c'}), confidence=0.12359550561797752, lift=3.9869517941283075), OrderedStatistic(items_base=frozenset({'female', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '6', 'c', 'food_and_beverages'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6', 'food_and_beverages'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'c', 'food_and_beverages'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.22580645161290322, lift=3.4213098729227758), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.22580645161290322, lift=3.4213098729227758), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '6'}), confidence=0.10606060606060606, lift=3.421309872922776), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'6', 'c'}), confidence=0.10606060606060606, lift=3.421309872922776), OrderedStatistic(items_base=frozenset({'6', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', '6', 'c'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '6'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', '6', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.1935483870967742, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.1935483870967742, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', '6'}), confidence=0.11538461538461539, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'6', 'c'}), confidence=0.11538461538461539, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'health_and_beauty', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'home_and_lifestyle', 'mysore', '6', 'c'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'6', 'mysore', 'home_and_lifestyle'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'home_and_lifestyle', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.16129032258064516, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.16129032258064516, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', '6'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'6', 'c'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', '6', 'c'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '6'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '6', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '6', 'c', 'member'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6', 'member'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'c', 'member'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '6', 'c', 'normal'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6', 'normal'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'c', 'normal'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6129032258064516, lift=3.8547372692229662), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'c', 'normal'}), confidence=0.6129032258064516, lift=3.8547372692229662), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '6'}), confidence=0.11949685534591195, lift=3.8547372692229662), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'6', 'c'}), confidence=0.11949685534591195, lift=3.8547372692229662), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', '6', 'sports_and_travel', 'mangalore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel'}), confidence=0.19444444444444448, lift=3.2956685499058387), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.368421052631579, lift=3.349282296650718), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'6', 'sports_and_travel'}), confidence=0.06363636363636364, lift=3.3492822966507183), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11864406779661017, lift=3.2956685499058382)])
RelationRecord(items=frozenset({'cash', '6', 'sports_and_travel', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'sports_and_travel'}), items_add=frozenset({'cash', '6', 'member'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '6', 'member'}), items_add=frozenset({'sports_and_travel'}), confidence=0.5, lift=3.012048192771084)])
RelationRecord(items=frozenset({'credit_card', '6', 'electronic_accessories', 'male'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'6'}), items_add=frozenset({'credit_card', 'male', 'electronic_accessories'}), confidence=0.061224489795918366, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'electronic_accessories'}), items_add=frozenset({'6'}), confidence=0.3, lift=3.061224489795918)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', '7'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'cash'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '7'}), confidence=0.1272727272727273, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '7'}), confidence=0.1272727272727273, lift=3.535353535353536)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', '7'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3611111111111111, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3611111111111111, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '7'}), confidence=0.125, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '7'}), confidence=0.125, lift=3.4722222222222223)])
RelationRecord(items=frozenset({'a', 'bangalore', '7', 'electronic_accessories'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '7'}), confidence=0.15, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '7'}), confidence=0.15, lift=4.166666666666667)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', '7'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '7'}), confidence=0.111731843575419, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '7'}), confidence=0.111731843575419, lift=3.103662321539417)])
RelationRecord(items=frozenset({'a', 'bangalore', '7', 'sports_and_travel'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '7'}), confidence=0.15254237288135594, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '7'}), confidence=0.15254237288135594, lift=4.237288135593221)])
RelationRecord(items=frozenset({'b', 'cash', '7', 'mangalore'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '7', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '7'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.42857142857142855, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.42857142857142855, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.1090909090909091, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.1090909090909091, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'b', 'cash', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '7', 'mangalore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '7', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '7'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.35714285714285715, lift=3.2765399737876804), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.35714285714285715, lift=3.2765399737876804), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.09174311926605505, lift=3.2765399737876804), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.09174311926605505, lift=3.2765399737876804), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '7', 'mangalore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '7', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '7', 'debit_card'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'7', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '7', 'fashion_accessories', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '7', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '7', 'fashion_accessories'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.2857142857142857, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.2857142857142857, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.12903225806451613, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.12903225806451613, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'b', '7', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '7', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '7', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '7'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6071428571428572, lift=3.7477954144620815), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6071428571428572, lift=3.7477954144620815), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.10493827160493828, lift=3.7477954144620815), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.10493827160493828, lift=3.7477954144620815), OrderedStatistic(items_base=frozenset({'b', 'female', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', '7', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'7', 'home_and_lifestyle', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '7', 'home_and_lifestyle'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.17857142857142858, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.17857142857142858, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '7', 'mangalore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '7', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '7'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '7', 'member', 'mangalore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'7', 'mangalore', 'member'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '7', 'member'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'7', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '7', 'normal', 'mangalore'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'7', 'normal', 'mangalore'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '7', 'normal'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5357142857142857, lift=3.20786997433704), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5357142857142857, lift=3.20786997433704), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.08982035928143711, lift=3.2078699743370396), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.08982035928143711, lift=3.2078699743370396), OrderedStatistic(items_base=frozenset({'b', '7', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'7', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'mysore', '7', 'c'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '7'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '7', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', '7', 'c'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '7'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '7', 'c'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', '7', 'c', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '7'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.14705882352941177, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'credit_card', '7'}), confidence=0.11111111111111112, lift=3.2679738562091503)])
RelationRecord(items=frozenset({'mysore', '7', 'c', 'debit_card'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7', 'debit_card'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c', 'debit_card'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.39473684210526316, lift=3.7239324726911622), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.39473684210526316, lift=3.7239324726911622), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.14150943396226415, lift=3.723932472691162), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'7', 'c'}), confidence=0.14150943396226415, lift=3.723932472691162), OrderedStatistic(items_base=frozenset({'7', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', '7', 'c'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '7'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '7', 'c'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.2105263157894737, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.2105263157894737, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.12307692307692307, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'7', 'c'}), confidence=0.12307692307692307, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'fashion_accessories', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '7', 'c'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '7'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '7', 'c'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', '7', 'c'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '7'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', '7', 'c'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.2631578947368421, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.2631578947368421, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.19230769230769232, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'7', 'c'}), confidence=0.19230769230769232, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'health_and_beauty', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', '7', 'c'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5789473684210527, lift=3.859649122807018), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'male', 'c'}), confidence=0.5789473684210527, lift=3.859649122807018), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.14666666666666667, lift=3.8596491228070176), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'7', 'c'}), confidence=0.14666666666666667, lift=3.8596491228070176), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '7', 'c', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'7'}), items_add=frozenset({'male', 'sports_and_travel', 'c'}), confidence=0.04901960784313726, lift=3.0637254901960786), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'c'}), items_add=frozenset({'7'}), confidence=0.3125, lift=3.0637254901960786)])
RelationRecord(items=frozenset({'mysore', '7', 'c', 'member'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7', 'member'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c', 'member'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5263157894736842, lift=3.1142946122703203), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'c', 'member'}), confidence=0.5263157894736842, lift=3.1142946122703203), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '7'}), confidence=0.11834319526627218, lift=3.114294612270321), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'7', 'c'}), confidence=0.11834319526627218, lift=3.114294612270321), OrderedStatistic(items_base=frozenset({'7', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '7', 'c', 'normal'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7', 'normal'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c', 'normal'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '7', 'c', 'sports_and_travel'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7', 'sports_and_travel'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c', 'sports_and_travel'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.23684210526315788, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.23684210526315788, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.19999999999999998, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'7', 'c'}), confidence=0.19999999999999998, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'7', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', '7', 'sports_and_travel', 'member'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '7'}), items_add=frozenset({'sports_and_travel', 'member'}), confidence=0.2647058823529411, lift=3.042596348884381), OrderedStatistic(items_base=frozenset({'7', 'member'}), items_add=frozenset({'credit_card', 'sports_and_travel'}), confidence=0.17647058823529413, lift=3.3296337402885685), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel'}), items_add=frozenset({'7', 'member'}), confidence=0.16981132075471697, lift=3.329633740288568), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member'}), items_add=frozenset({'credit_card', '7'}), confidence=0.10344827586206896, lift=3.042596348884381)])
RelationRecord(items=frozenset({'credit_card', 'mysore', '7', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '7'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.14705882352941177, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'credit_card', '7'}), confidence=0.11111111111111112, lift=3.2679738562091503)])
RelationRecord(items=frozenset({'male', 'mysore', '7', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'7'}), items_add=frozenset({'male', 'mysore', 'sports_and_travel'}), confidence=0.04901960784313726, lift=3.0637254901960786), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'sports_and_travel'}), items_add=frozenset({'7'}), confidence=0.3125, lift=3.0637254901960786)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', '8'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35999999999999993, lift=3.4615384615384612), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35999999999999993, lift=3.4615384615384612), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '8'}), confidence=0.08653846153846154, lift=3.4615384615384612), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '8'}), confidence=0.08653846153846154, lift=3.4615384615384612)])
RelationRecord(items=frozenset({'a', 'bangalore', '8', 'electronic_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.19999999999999998, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.19999999999999998, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '8'}), confidence=0.08333333333333334, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '8'}), confidence=0.08333333333333334, lift=3.3333333333333335)])
RelationRecord(items=frozenset({'a', 'bangalore', '8', 'home_and_lifestyle'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.32, lift=4.923076923076923), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.32, lift=4.923076923076923), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '8'}), confidence=0.12307692307692307, lift=4.9230769230769225), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '8'}), confidence=0.12307692307692307, lift=4.9230769230769225)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', '8'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5599999999999999, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'male'}), confidence=0.5599999999999999, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '8'}), confidence=0.0782122905027933, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '8'}), confidence=0.0782122905027933, lift=3.1284916201117317)])
RelationRecord(items=frozenset({'a', 'bangalore', '8', 'member'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5199999999999999, lift=3.1137724550898196), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'member'}), confidence=0.5199999999999999, lift=3.1137724550898196), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '8'}), confidence=0.0778443113772455, lift=3.1137724550898196), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '8'}), confidence=0.0778443113772455, lift=3.1137724550898196)])
RelationRecord(items=frozenset({'b', 'cash', '8', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '8', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'cash'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '8', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '8', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '8'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '8', 'debit_card', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'debit_card', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'debit_card'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4666666666666667, lift=4.129793510324483), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4666666666666667, lift=4.129793510324483), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.12389380530973451, lift=4.129793510324484), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.12389380530973451, lift=4.129793510324484), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '8', 'electronic_accessories', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'electronic_accessories', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'electronic_accessories'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', '8', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '8', 'mangalore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'female', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'female'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', '8', 'mangalore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '8', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '8'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.23333333333333334, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.23333333333333334, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.1320754716981132, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.1320754716981132, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '8', 'home_and_lifestyle', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'home_and_lifestyle', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'home_and_lifestyle'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'b', '8', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '8', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '8', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '8'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5666666666666668, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5666666666666668, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.1, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.1, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'male', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '8', 'member', 'mangalore'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'mangalore', 'member'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.5333333333333333, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5333333333333333, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.09696969696969697, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.09696969696969697, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '8', 'normal', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'normal', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'normal'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '8', 'sports_and_travel', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', '8', 'c', 'mysore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '8', 'mysore'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '8', 'c'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '8', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'credit_card', '8', 'c'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '8'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '8', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '8'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '8', 'debit_card', 'c'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'mysore', 'debit_card'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'debit_card', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.4, lift=3.773584905660378), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.4, lift=3.773584905660378), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'8', 'mysore'}), confidence=0.11320754716981132, lift=3.7735849056603774), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'8', 'c'}), confidence=0.11320754716981132, lift=3.7735849056603774), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '8', 'c', 'electronic_accessories'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'mysore', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'c', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'8', 'mysore'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'8', 'c'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'8', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', '8', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', '8', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '8', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', '8', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', '8', 'c'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '8'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'female', 'c'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'female', 'c'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'8', 'mysore'}), confidence=0.10112359550561797, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'8', 'c'}), confidence=0.10112359550561797, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'female', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '8', 'c', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'mysore', 'food_and_beverages'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'c', 'food_and_beverages'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.26666666666666666, lift=4.04040404040404), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.26666666666666666, lift=4.04040404040404), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'8', 'mysore'}), confidence=0.12121212121212122, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'8', 'c'}), confidence=0.12121212121212122, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'8', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', '8', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', '8', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', '8', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.16666666666666669, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.16666666666666669, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', '8'}), confidence=0.09615384615384616, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'8', 'c'}), confidence=0.09615384615384616, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'health_and_beauty', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', '8', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'male', '8', 'c'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '8'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '8', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'male', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '8', 'c', 'member'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'mysore', 'member'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'c', 'member'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '8', 'c', 'normal'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'mysore', 'normal'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'c', 'normal'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'c', 'normal'}), confidence=0.6, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'8', 'mysore'}), confidence=0.11320754716981131, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'8', 'c'}), confidence=0.11320754716981131, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'8', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'a', 'bangalore', '9', 'debit_card'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.45161290322580644, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.45161290322580644, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '9'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '9'}), confidence=0.11111111111111112, lift=3.5842293906810037)])
RelationRecord(items=frozenset({'a', 'bangalore', '9', 'fashion_accessories'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.1935483870967742, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.1935483870967742, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', '9'}), confidence=0.11764705882352942, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', '9'}), confidence=0.11764705882352942, lift=3.7950664136622394)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', '9'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5161290322580645, lift=3.2057703866960527), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'female'}), confidence=0.5161290322580645, lift=3.2057703866960527), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '9'}), confidence=0.09937888198757763, lift=3.2057703866960527), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '9'}), confidence=0.09937888198757763, lift=3.2057703866960527)])
RelationRecord(items=frozenset({'a', 'bangalore', '9', 'home_and_lifestyle'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.25806451612903225, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.25806451612903225, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '9'}), confidence=0.12307692307692307, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '9'}), confidence=0.12307692307692307, lift=3.9702233250620345)])
RelationRecord(items=frozenset({'a', 'bangalore', '9', 'member'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5161290322580645, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'member'}), confidence=0.5161290322580645, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '9'}), confidence=0.09580838323353293, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '9'}), confidence=0.09580838323353293, lift=3.0905930075333203)])
RelationRecord(items=frozenset({'b', 'cash', '9', 'mangalore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '9', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', '9'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.1272727272727273, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.1272727272727273, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'b', 'cash', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', '9', 'mangalore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '9', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '9'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '9', 'debit_card', 'mangalore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'debit_card', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'debit_card'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '9', 'electronic_accessories', 'mangalore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'electronic_accessories', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'electronic_accessories'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.1764705882352941, lift=3.20855614973262), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.1764705882352941, lift=3.20855614973262), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.1090909090909091, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.1090909090909091, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'b', '9', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', '9', 'mangalore'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '9', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '9'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5294117647058822, lift=3.2679738562091494), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5294117647058822, lift=3.2679738562091494), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.1111111111111111, lift=3.26797385620915), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.1111111111111111, lift=3.26797385620915), OrderedStatistic(items_base=frozenset({'b', 'female', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', '9', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '9', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '9'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.23529411764705882, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.23529411764705882, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.1509433962264151, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.1509433962264151, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '9', 'home_and_lifestyle', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'home_and_lifestyle', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'home_and_lifestyle'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.23529411764705882, lift=4.705882352941176), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.23529411764705882, lift=4.705882352941176), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.16, lift=4.705882352941177), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.16, lift=4.705882352941177), OrderedStatistic(items_base=frozenset({'b', '9', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', '9', 'mangalore'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '9', 'mangalore'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '9'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '9', 'member', 'mangalore'}), support=0.023, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'mangalore', 'member'}), confidence=0.06927710843373494, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.06927710843373494, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.676470588235294, lift=4.09982174688057), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.676470588235294, lift=4.09982174688057), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.13939393939393938, lift=4.099821746880569), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.13939393939393938, lift=4.099821746880569), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '9', 'normal', 'mangalore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', '9', 'sports_and_travel', 'mangalore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', '9', 'c', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.04597701149425288, lift=3.065134099616859), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.2962962962962963, lift=5.198180636777128), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.21621621621621623, lift=3.276003276003276), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.47058823529411764, lift=3.795066413662239), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.06451612903225806, lift=3.7950664136622385), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.12121212121212122, lift=3.2760032760032765), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.14035087719298245, lift=5.198180636777128), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5333333333333333, lift=3.0651340996168583)])
RelationRecord(items=frozenset({'cash', '9', 'c', 'mysore'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '9', 'mysore'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5555555555555556, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'c'}), confidence=0.5555555555555556, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.12096774193548386, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'c'}), confidence=0.12096774193548386, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'credit_card', '9', 'c'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '9'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '9', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '9'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '9', 'debit_card', 'c'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'debit_card', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '9', 'c', 'electronic_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'electronic_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'c', 'electronic_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.1851851851851852, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.1851851851851852, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '9'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'9', 'c'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'9', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', '9', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', '9', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '9', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', '9', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', '9', 'c', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.2962962962962963, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.08888888888888889, lift=3.292181069958848)])
RelationRecord(items=frozenset({'mysore', 'female', '9', 'c'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', '9'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.8148148148148148, lift=4.577611319184353), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'c'}), confidence=0.8148148148148148, lift=4.577611319184353), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.12359550561797752, lift=4.577611319184353), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'c'}), confidence=0.12359550561797752, lift=4.577611319184353), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '9', 'c', 'food_and_beverages'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.3333333333333333, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.3333333333333333, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.13636363636363635, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.13636363636363635, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'male', '9', 'c'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '9'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '9', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '9'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '9', 'c', 'member'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'member'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'c', 'member'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '9', 'c', 'normal'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'c', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '9'}), confidence=0.09433962264150943, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'9', 'c'}), confidence=0.09433962264150943, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', '9', 'sports_and_travel', 'c'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'sports_and_travel'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'sports_and_travel', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.1851851851851852, lift=4.1152263374485605), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.1851851851851852, lift=4.1152263374485605), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.11111111111111112, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'9', 'c'}), confidence=0.11111111111111112, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'9', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', '9'}), confidence=0.04597701149425288, lift=3.065134099616859), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.21621621621621623, lift=3.276003276003276), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.47058823529411764, lift=3.795066413662239), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.2962962962962963, lift=5.198180636777128), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.14035087719298245, lift=5.198180636777128), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.06451612903225806, lift=3.7950664136622385), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.12121212121212122, lift=3.2760032760032765), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5333333333333333, lift=3.0651340996168583)])
RelationRecord(items=frozenset({'female', 'credit_card', '9', 'home_and_lifestyle'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card', '9'}), items_add=frozenset({'female', 'home_and_lifestyle'}), confidence=0.2692307692307693, lift=3.407984420642649), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', '9'}), confidence=0.08860759493670886, lift=3.4079844206426486)])
RelationRecord(items=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.2962962962962963, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.08888888888888889, lift=3.292181069958848)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', 'cash'}), support=0.059, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5363636363636364, lift=3.331451157538114), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3664596273291925, lift=3.3314511575381136), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female'}), confidence=0.5363636363636364, lift=3.331451157538114), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'cash'}), confidence=0.3664596273291925, lift=3.3314511575381136)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', 'health_and_beauty'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.15454545454545457, lift=3.2882011605415866), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3617021276595745, lift=3.288201160541586), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'health_and_beauty'}), confidence=0.15454545454545457, lift=3.2882011605415866), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'cash'}), confidence=0.3617021276595745, lift=3.288201160541586)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', 'home_and_lifestyle'}), support=0.024, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.2181818181818182, lift=3.3566433566433567), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.36923076923076925, lift=3.3566433566433567), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.2181818181818182, lift=3.3566433566433567), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'cash'}), confidence=0.36923076923076925, lift=3.3566433566433567)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', 'member'}), support=0.056, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5090909090909091, lift=3.0484485574305937), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.33532934131736525, lift=3.0484485574305933), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'member'}), confidence=0.5090909090909091, lift=3.0484485574305937), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'cash'}), confidence=0.33532934131736525, lift=3.0484485574305933)])
RelationRecord(items=frozenset({'a', 'bangalore', 'cash', 'sports_and_travel'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.18181818181818182, lift=3.0816640986132513), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.33898305084745767, lift=3.0816640986132513), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.18181818181818182, lift=3.0816640986132513), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'cash'}), confidence=0.33898305084745767, lift=3.0816640986132513)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', 'electronic_accessories'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.20192307692307696, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35000000000000003, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.20192307692307696, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35000000000000003, lift=3.365384615384616)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', 'fashion_accessories'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.1634615384615385, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.1634615384615385, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', 'food_and_beverages'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.20192307692307696, lift=3.481432360742706), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3620689655172414, lift=3.481432360742706), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.20192307692307696, lift=3.481432360742706), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3620689655172414, lift=3.481432360742706)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', 'male'}), support=0.057, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5480769230769231, lift=3.061882251826386), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.31843575418994413, lift=3.061882251826386), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.5480769230769231, lift=3.061882251826386), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.31843575418994413, lift=3.061882251826386)])
RelationRecord(items=frozenset({'a', 'bangalore', 'credit_card', 'normal'}), support=0.055, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5288461538461539, lift=3.0569141840818146), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3179190751445087, lift=3.056914184081814), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5288461538461539, lift=3.0569141840818146), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3179190751445087, lift=3.056914184081814)])
RelationRecord(items=frozenset({'a', 'bangalore', 'debit_card', 'fashion_accessories'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.411764705882353, lift=3.2679738562091507)])
RelationRecord(items=frozenset({'a', 'bangalore', 'debit_card', 'home_and_lifestyle'}), support=0.026, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.20634920634920634, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.39999999999999997, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.20634920634920634, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.39999999999999997, lift=3.1746031746031744)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', 'debit_card'}), support=0.071, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5634920634920635, lift=3.1480003547042656), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.3966480446927374, lift=3.148000354704265), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.5634920634920635, lift=3.1480003547042656), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.3966480446927374, lift=3.148000354704265)])
RelationRecord(items=frozenset({'a', 'bangalore', 'debit_card', 'sports_and_travel'}), support=0.023, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.18253968253968253, lift=3.093892924401399), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.3898305084745763, lift=3.0938929244013993), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.18253968253968253, lift=3.093892924401399), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.3898305084745763, lift=3.0938929244013993)])
RelationRecord(items=frozenset({'a', 'bangalore', 'electronic_accessories', 'member'}), support=0.031, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5166666666666667, lift=3.093812375249501), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.18562874251497005, lift=3.093812375249501), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.5166666666666667, lift=3.093812375249501), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.18562874251497005, lift=3.093812375249501)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', 'fashion_accessories'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5490196078431373, lift=3.410059676044331), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.17391304347826086, lift=3.4100596760443307), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'female'}), confidence=0.5490196078431373, lift=3.410059676044331), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.17391304347826086, lift=3.4100596760443307)])
RelationRecord(items=frozenset({'a', 'bangalore', 'normal', 'fashion_accessories'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5686274509803922, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.16763005780346824, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'normal'}), confidence=0.5686274509803922, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'fashion_accessories'}), confidence=0.16763005780346824, lift=3.2868638784993776)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', 'home_and_lifestyle'}), support=0.032, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.19875776397515527, lift=3.057811753463927), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.4923076923076923, lift=3.0578117534639273), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.19875776397515527, lift=3.057811753463927), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female'}), confidence=0.4923076923076923, lift=3.0578117534639273)])
RelationRecord(items=frozenset({'a', 'bangalore', 'female', 'sports_and_travel'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.18012422360248448, lift=3.0529529424149913), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.49152542372881364, lift=3.0529529424149913), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.18012422360248448, lift=3.0529529424149913), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female'}), confidence=0.49152542372881364, lift=3.0529529424149913)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', 'food_and_beverages'}), support=0.035, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.603448275862069, lift=3.371219418223849), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.19553072625698326, lift=3.371219418223849), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'male'}), confidence=0.603448275862069, lift=3.371219418223849), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.19553072625698326, lift=3.371219418223849)])
RelationRecord(items=frozenset({'a', 'bangalore', 'male', 'health_and_beauty'}), support=0.026, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5531914893617021, lift=3.0904552478307385), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.1452513966480447, lift=3.0904552478307385), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'male'}), confidence=0.5531914893617021, lift=3.0904552478307385), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'health_and_beauty'}), confidence=0.1452513966480447, lift=3.0904552478307385)])
RelationRecord(items=frozenset({'a', 'bangalore', 'health_and_beauty', 'normal'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5319148936170213, lift=3.074652564260239), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.14450867052023122, lift=3.074652564260239), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'normal'}), confidence=0.5319148936170213, lift=3.074652564260239), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'health_and_beauty'}), confidence=0.14450867052023122, lift=3.074652564260239)])
RelationRecord(items=frozenset({'a', 'bangalore', 'home_and_lifestyle', 'member'}), support=0.034, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5230769230769231, lift=3.132197144173192), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.20359281437125748, lift=3.1321971441731917), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.5230769230769231, lift=3.132197144173192), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.20359281437125748, lift=3.1321971441731917)])
RelationRecord(items=frozenset({'b', 'cash', 'electronic_accessories', 'mangalore'}), support=0.024, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'electronic_accessories', 'mangalore'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'electronic_accessories'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.2181818181818182, lift=3.9669421487603307), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4363636363636364, lift=3.9669421487603307), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.2181818181818182, lift=3.9669421487603307), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.4363636363636364, lift=3.9669421487603307), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', 'fashion_accessories', 'mangalore'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'fashion_accessories', 'mangalore'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'fashion_accessories'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.3548387096774193, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.3548387096774193, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'b', 'cash', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'cash', 'mangalore'}), support=0.053, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.15963855421686746, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'female'}), confidence=0.15963855421686746, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', 'food_and_beverages', 'mangalore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'food_and_beverages', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'food_and_beverages'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'cash', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'cash', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'cash'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', 'home_and_lifestyle', 'mangalore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'home_and_lifestyle'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'cash', 'mangalore'}), support=0.057, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.1716867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'cash'}), confidence=0.1716867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5181818181818182, lift=3.048128342245989), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.3352941176470588, lift=3.048128342245989), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5181818181818182, lift=3.048128342245989), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.3352941176470588, lift=3.048128342245989), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', 'member', 'mangalore'}), support=0.053, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'mangalore', 'member'}), confidence=0.15963855421686746, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'member'}), confidence=0.15963855421686746, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', 'normal', 'mangalore'}), support=0.057, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.1716867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'normal'}), confidence=0.1716867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5181818181818182, lift=3.1028851388132823), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.34131736526946105, lift=3.1028851388132823), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5181818181818182, lift=3.1028851388132823), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.34131736526946105, lift=3.1028851388132823), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'cash', 'sports_and_travel', 'mangalore'}), support=0.026, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'sports_and_travel', 'mangalore'}), confidence=0.07831325301204818, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'cash', 'sports_and_travel'}), confidence=0.07831325301204818, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.23636363636363636, lift=3.812316715542522), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4193548387096774, lift=3.8123167155425217), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.23636363636363636, lift=3.812316715542522), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'cash'}), confidence=0.4193548387096774, lift=3.8123167155425217), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'electronic_accessories', 'mangalore'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'fashion_accessories', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'fashion_accessories'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'female', 'mangalore'}), support=0.059, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.17771084337349397, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.17771084337349397, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5412844036697247, lift=3.3412617510476834), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.3641975308641975, lift=3.3412617510476834), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5412844036697247, lift=3.3412617510476834), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.3641975308641975, lift=3.3412617510476834), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'food_and_beverages', 'mangalore'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'food_and_beverages'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.22935779816513763, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.22935779816513763, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'credit_card', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'credit_card'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'credit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'home_and_lifestyle', 'mangalore'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'mangalore'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'home_and_lifestyle'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'male', 'mangalore'}), support=0.05, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'member', 'mangalore'}), support=0.063, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'mangalore', 'member'}), confidence=0.1897590361445783, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.1897590361445783, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.5779816513761468, lift=3.5029190992493744), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.3818181818181818, lift=3.502919099249374), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5779816513761468, lift=3.5029190992493744), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.3818181818181818, lift=3.502919099249374), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'normal', 'mangalore'}), support=0.046, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.13855421686746988, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.13855421686746988, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'credit_card', 'sports_and_travel', 'mangalore'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'sports_and_travel'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'electronic_accessories', 'mangalore'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'electronic_accessories'}), confidence=0.048192771084337345, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'fashion_accessories', 'mangalore'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'fashion_accessories'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'debit_card', 'mangalore'}), support=0.05, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.15060240963855423, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'food_and_beverages', 'mangalore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages'}), confidence=0.05120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.1504424778761062, lift=3.008849557522124), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.34, lift=3.008849557522124), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.1504424778761062, lift=3.008849557522124), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.34, lift=3.008849557522124), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'debit_card', 'mangalore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.16814159292035397, lift=3.1724828852896976), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.3584905660377358, lift=3.1724828852896976), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.16814159292035397, lift=3.1724828852896976), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.3584905660377358, lift=3.1724828852896976), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', 'debit_card', 'mangalore'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'mangalore', 'debit_card'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.19469026548672563, lift=3.8938053097345127), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.43999999999999995, lift=3.8938053097345127), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.19469026548672563, lift=3.8938053097345127), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.43999999999999995, lift=3.8938053097345127), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'debit_card', 'mangalore'}), support=0.063, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.1897590361445783, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.1897590361445783, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5575221238938053, lift=3.2795419052576777), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.3705882352941176, lift=3.2795419052576777), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5575221238938053, lift=3.2795419052576777), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.3705882352941176, lift=3.2795419052576777), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'member', 'mangalore'}), support=0.049, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'mangalore', 'member'}), confidence=0.14759036144578314, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.14759036144578314, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'normal', 'mangalore'}), support=0.064, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.19277108433734938, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.19277108433734938, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5663716814159292, lift=3.3914471941073603), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.3832335329341317, lift=3.3914471941073603), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5663716814159292, lift=3.3914471941073603), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.3832335329341317, lift=3.3914471941073603), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'debit_card', 'sports_and_travel', 'mangalore'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'sports_and_travel'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'electronic_accessories', 'mangalore'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5090909090909091, lift=3.1425364758698096), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.1728395061728395, lift=3.142536475869809), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5090909090909091, lift=3.1425364758698096), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.1728395061728395, lift=3.142536475869809), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'electronic_accessories', 'mangalore'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'electronic_accessories', 'mangalore'}), confidence=0.08132530120481928, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'electronic_accessories'}), confidence=0.08132530120481928, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'male', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'electronic_accessories', 'member', 'mangalore'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'electronic_accessories', 'member'}), confidence=0.08132530120481928, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'member'}), confidence=0.08132530120481928, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'electronic_accessories', 'normal', 'mangalore'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'normal', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'normal'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5090909090909091, lift=3.0484485574305937), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.16766467065868262, lift=3.0484485574305933), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5090909090909091, lift=3.0484485574305937), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.16766467065868262, lift=3.0484485574305933), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'fashion_accessories', 'mangalore'}), support=0.033, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.09939759036144578, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'fashion_accessories'}), confidence=0.09939759036144578, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5322580645161291, lift=3.2855436081242537), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.20370370370370372, lift=3.2855436081242537), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5322580645161291, lift=3.2855436081242537), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.20370370370370372, lift=3.2855436081242537), OrderedStatistic(items_base=frozenset({'b', 'female', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'fashion_accessories', 'mangalore'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'male', 'mangalore'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'fashion_accessories'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'male', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'member', 'fashion_accessories', 'mangalore'}), support=0.032, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'mangalore', 'member'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', 'member'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.5161290322580645, lift=3.1280547409579667), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.19393939393939394, lift=3.1280547409579667), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5161290322580645, lift=3.1280547409579667), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.19393939393939394, lift=3.1280547409579667), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'normal', 'fashion_accessories', 'mangalore'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'normal', 'mangalore'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', 'normal'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'normal', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'food_and_beverages', 'mangalore'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'food_and_beverages'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.17901234567901234, lift=3.5802469135802464), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.58, lift=3.5802469135802464), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.17901234567901234, lift=3.5802469135802464), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.58, lift=3.5802469135802464), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'female', 'mangalore'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'female', 'mangalore'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'home_and_lifestyle', 'mangalore'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'member', 'mangalore'}), support=0.085, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'mangalore', 'member'}), confidence=0.2560240963855422, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.2560240963855422, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.5246913580246914, lift=3.1799476243920686), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5151515151515151, lift=3.1799476243920686), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5246913580246914, lift=3.1799476243920686), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5151515151515151, lift=3.1799476243920686), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'normal', 'mangalore'}), support=0.077, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.2319277108433735, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.2319277108433735, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'female', 'sports_and_travel', 'mangalore'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'food_and_beverages', 'mangalore'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'food_and_beverages', 'mangalore'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'member', 'food_and_beverages', 'mangalore'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'food_and_beverages', 'member'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'mangalore', 'member'}), confidence=0.58, lift=3.5151515151515147), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.17575757575757575, lift=3.5151515151515147), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.58, lift=3.5151515151515147), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.17575757575757575, lift=3.5151515151515147), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'normal', 'food_and_beverages', 'mangalore'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'food_and_beverages', 'normal', 'mangalore'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'normal'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'normal', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'male', 'mangalore'}), support=0.033, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.09939759036144578, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male'}), confidence=0.09939759036144578, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6226415094339623, lift=3.662597114317425), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.19411764705882353, lift=3.662597114317425), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6226415094339623, lift=3.662597114317425), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.19411764705882353, lift=3.662597114317425), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'member', 'mangalore'}), support=0.026, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'mangalore', 'member'}), confidence=0.07831325301204818, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.07831325301204818, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'health_and_beauty', 'normal', 'mangalore'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.08132530120481928, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'normal'}), confidence=0.08132530120481928, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5094339622641509, lift=3.050502768048808), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.16167664670658682, lift=3.050502768048808), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5094339622641509, lift=3.050502768048808), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.16167664670658682, lift=3.050502768048808), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'home_and_lifestyle', 'mangalore'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5599999999999999, lift=3.294117647058823), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.16470588235294117, lift=3.2941176470588234), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5599999999999999, lift=3.294117647058823), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.16470588235294117, lift=3.2941176470588234), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', 'member', 'mangalore'}), support=0.021, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'mangalore', 'member'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'member'}), confidence=0.06325301204819277, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'home_and_lifestyle', 'normal', 'mangalore'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.58, lift=3.4730538922155683), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.17365269461077845, lift=3.4730538922155687), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.58, lift=3.4730538922155683), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.17365269461077845, lift=3.4730538922155687), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'member', 'mangalore'}), support=0.08, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'mangalore', 'member'}), confidence=0.24096385542168675, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.24096385542168675, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'normal', 'mangalore'}), support=0.09, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.2710843373493976, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.2710843373493976, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5294117647058822, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5389221556886227, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5294117647058822, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5389221556886227, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'male', 'sports_and_travel', 'mangalore'}), support=0.032, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.18823529411764706, lift=3.0360531309297913), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5161290322580645, lift=3.036053130929791), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.18823529411764706, lift=3.0360531309297913), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5161290322580645, lift=3.036053130929791), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'sports_and_travel', 'member', 'mangalore'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', 'mangalore', 'member'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.09036144578313252, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'b', 'sports_and_travel', 'normal', 'mangalore'}), support=0.032, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.09638554216867469, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.19161676646706585, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5161290322580645, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.19161676646706585, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5161290322580645, lift=3.0905930075333203), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', 'electronic_accessories'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories'}), confidence=0.08841463414634146, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'electronic_accessories'}), confidence=0.08841463414634146, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.2338709677419355, lift=4.252199413489737), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5272727272727273, lift=4.252199413489737), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.2338709677419355, lift=4.252199413489737), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'c'}), confidence=0.5272727272727273, lift=4.252199413489737), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', 'fashion_accessories'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'mysore'}), support=0.066, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.20121951219512196, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.20121951219512196, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), support=0.031, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.09451219512195122, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.09451219512195122, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.46969696969696967, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.46969696969696967, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'health_and_beauty', 'mysore', 'c'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'c'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'c'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'mysore', 'c'}), support=0.058, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.17682926829268292, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.17682926829268292, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.467741935483871, lift=3.1182795698924735), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3866666666666667, lift=3.1182795698924735), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c'}), confidence=0.467741935483871, lift=3.1182795698924735), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c'}), confidence=0.3866666666666667, lift=3.1182795698924735), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', 'member'}), support=0.059, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.1798780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.1798780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', 'normal'}), support=0.065, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.19817073170731708, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.19817073170731708, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5241935483870968, lift=3.2968147697301684), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4088050314465409, lift=3.2968147697301684), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5241935483870968, lift=3.2968147697301684), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.4088050314465409, lift=3.2968147697301684), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'sports_and_travel', 'c'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'sports_and_travel'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'sports_and_travel', 'c'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c', 'electronic_accessories'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'electronic_accessories'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', 'electronic_accessories'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'c'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'c'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.20408163265306123, lift=3.1397174254317113), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3076923076923077, lift=3.1397174254317113), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.20408163265306123, lift=3.1397174254317113), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3076923076923077, lift=3.1397174254317113), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'credit_card', 'female', 'c'}), support=0.057, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'credit_card', 'mysore'}), confidence=0.17378048780487804, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.17378048780487804, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.5816326530612245, lift=3.267599174501261), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3202247191011236, lift=3.267599174501261), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', 'c'}), confidence=0.5816326530612245, lift=3.267599174501261), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3202247191011236, lift=3.267599174501261), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c', 'food_and_beverages'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'food_and_beverages'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', 'food_and_beverages'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'credit_card', 'mysore', 'c'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'mysore'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'c'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.19387755102040816, lift=3.728414442700157), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3653846153846154, lift=3.7284144427001573), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.19387755102040816, lift=3.728414442700157), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3653846153846154, lift=3.7284144427001573), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'home_and_lifestyle', 'c'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'home_and_lifestyle'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'c'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.1530612244897959, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3333333333333333, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.1530612244897959, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3333333333333333, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'male', 'c'}), support=0.041, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'male'}), confidence=0.125, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'male', 'c'}), confidence=0.125, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c', 'member'}), support=0.06, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.18292682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.18292682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6122448979591836, lift=3.6227508754981272), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.35502958579881655, lift=3.622750875498128), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.6122448979591836, lift=3.6227508754981272), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.35502958579881655, lift=3.622750875498128), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'c', 'normal'}), support=0.038, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'normal'}), confidence=0.11585365853658536, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', 'normal'}), confidence=0.11585365853658536, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'mysore', 'sports_and_travel', 'c'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'sports_and_travel'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'sports_and_travel', 'c'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.19387755102040816, lift=4.308390022675737), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.4222222222222222, lift=4.308390022675737), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.19387755102040816, lift=4.308390022675737), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.4222222222222222, lift=4.308390022675737), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', 'electronic_accessories'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'electronic_accessories'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'electronic_accessories'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', 'debit_card', 'c'}), support=0.023, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', 'debit_card'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'c'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.2169811320754717, lift=3.3381712626995648), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.3538461538461538, lift=3.3381712626995643), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.2169811320754717, lift=3.3381712626995648), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.3538461538461538, lift=3.3381712626995643), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'debit_card', 'c'}), support=0.055, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'debit_card'}), confidence=0.16768292682926828, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.16768292682926828, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', 'food_and_beverages'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'food_and_beverages'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'food_and_beverages'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', 'debit_card', 'c'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'debit_card'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'c'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.16981132075471697, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.34615384615384615, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.16981132075471697, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.34615384615384615, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'home_and_lifestyle', 'mysore', 'debit_card', 'c'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'debit_card'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'debit_card'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.1509433962264151, lift=3.3542976939203353), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.35555555555555557, lift=3.3542976939203357), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.1509433962264151, lift=3.3542976939203353), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.35555555555555557, lift=3.3542976939203357), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'debit_card', 'c'}), support=0.051, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.15548780487804875, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.15548780487804875, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4811320754716981, lift=3.207547169811321), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.33999999999999997, lift=3.2075471698113205), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.4811320754716981, lift=3.207547169811321), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.33999999999999997, lift=3.2075471698113205), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', 'member'}), support=0.05, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.1524390243902439, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.1524390243902439, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', 'normal'}), support=0.056, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.17073170731707316, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.17073170731707316, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5283018867924528, lift=3.3226533760531622), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.3522012578616352, lift=3.3226533760531622), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.5283018867924528, lift=3.3226533760531622), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.3522012578616352, lift=3.3226533760531622), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'debit_card', 'c', 'sports_and_travel'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'sports_and_travel'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'sports_and_travel'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c', 'electronic_accessories'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'electronic_accessories'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'electronic_accessories'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c', 'electronic_accessories'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories'}), confidence=0.0823170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'electronic_accessories'}), confidence=0.0823170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4909090909090909, lift=3.272727272727273), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.18, lift=3.2727272727272725), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'male', 'c'}), confidence=0.4909090909090909, lift=3.272727272727273), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.18, lift=3.2727272727272725), OrderedStatistic(items_base=frozenset({'male', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'electronic_accessories', 'member'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'member'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'electronic_accessories', 'member'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'normal', 'c', 'electronic_accessories'}), support=0.035, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'normal'}), confidence=0.10670731707317074, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'normal', 'electronic_accessories'}), confidence=0.10670731707317074, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6363636363636365, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.22012578616352202, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.6363636363636365, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'c', 'electronic_accessories'}), confidence=0.22012578616352202, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'female', 'c', 'mysore'}), support=0.035, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'female', 'mysore'}), confidence=0.10670731707317074, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'female', 'c'}), confidence=0.10670731707317074, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5384615384615385, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.1966292134831461, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'female', 'c'}), confidence=0.5384615384615385, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.1966292134831461, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'male', 'mysore', 'c'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'male', 'mysore'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'male', 'c'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4615384615384615, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'male', 'c'}), confidence=0.4615384615384615, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', 'c', 'member'}), support=0.032, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', 'member'}), confidence=0.0975609756097561, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'c', 'member'}), confidence=0.0975609756097561, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'fashion_accessories', 'mysore', 'c', 'normal'}), support=0.033, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', 'normal'}), confidence=0.10060975609756098, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'c', 'normal'}), confidence=0.10060975609756098, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5076923076923077, lift=3.1930333817126266), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.20754716981132076, lift=3.193033381712627), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5076923076923077, lift=3.1930333817126266), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.20754716981132076, lift=3.193033381712627), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c', 'food_and_beverages'}), support=0.038, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'food_and_beverages'}), confidence=0.11585365853658536, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.11585365853658536, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.21348314606741572, lift=3.2345931222335715), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore'}), confidence=0.5757575757575757, lift=3.2345931222335715), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.21348314606741572, lift=3.2345931222335715), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.5757575757575757, lift=3.2345931222335715), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'female', 'c', 'mysore'}), support=0.023, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'female', 'mysore'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'female', 'c'}), confidence=0.07012195121951219, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'home_and_lifestyle', 'c'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'home_and_lifestyle'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.1404494382022472, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.1404494382022472, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'female', 'c'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c', 'member'}), support=0.096, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'member'}), confidence=0.2926829268292683, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.2926829268292683, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5393258426966292, lift=3.191277175719699), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'female', 'mysore'}), confidence=0.5680473372781065, lift=3.1912771757196996), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'c', 'member'}), confidence=0.5393258426966292, lift=3.191277175719699), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.5680473372781065, lift=3.1912771757196996), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'c', 'normal'}), support=0.082, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'normal'}), confidence=0.25, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.25, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'female', 'sports_and_travel', 'c'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'mysore', 'sports_and_travel'}), confidence=0.08841463414634146, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'sports_and_travel', 'c'}), confidence=0.08841463414634146, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.16292134831460675, lift=3.6204744069912613), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.6444444444444445, lift=3.6204744069912613), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.16292134831460675, lift=3.6204744069912613), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'c'}), confidence=0.6444444444444445, lift=3.6204744069912613), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c', 'food_and_beverages'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'food_and_beverages'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'c', 'food_and_beverages', 'member'}), support=0.036, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'food_and_beverages', 'member'}), confidence=0.1097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'c', 'food_and_beverages', 'member'}), confidence=0.1097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5454545454545454, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.21301775147928992, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.5454545454545454, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.21301775147928992, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'food_and_beverages', 'mysore', 'normal'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'food_and_beverages', 'c', 'normal'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'male', 'mysore', 'c'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore'}), confidence=0.08841463414634146, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'male', 'c'}), confidence=0.08841463414634146, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5576923076923077, lift=3.717948717948718), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.19333333333333336, lift=3.7179487179487185), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'male', 'c'}), confidence=0.5576923076923077, lift=3.717948717948718), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.19333333333333336, lift=3.7179487179487185), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', 'c', 'member'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'member'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'c', 'member'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'health_and_beauty', 'mysore', 'c', 'normal'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'normal'}), confidence=0.0823170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'c', 'normal'}), confidence=0.0823170731707317, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5192307692307693, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.16981132075471697, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5192307692307693, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.16981132075471697, lift=3.265602322206096), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'home_and_lifestyle', 'c'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'home_and_lifestyle', 'c', 'member'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'member'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'member'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6222222222222222, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.16568047337278105, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c', 'member'}), confidence=0.6222222222222222, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.16568047337278105, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'home_and_lifestyle', 'c', 'normal'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'normal'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c', 'member'}), support=0.073, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.22256097560975607, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.22256097560975607, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'c', 'normal'}), support=0.077, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.2347560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.2347560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5133333333333333, lift=3.2285115303983227), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.48427672955974843, lift=3.228511530398323), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5133333333333333, lift=3.2285115303983227), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.48427672955974843, lift=3.228511530398323), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'mysore', 'sports_and_travel', 'c'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'sports_and_travel'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'sports_and_travel', 'c'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'sports_and_travel', 'c', 'member'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'member'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'sports_and_travel', 'c', 'member'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.16568047337278105, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6222222222222222, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.16568047337278105, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'c', 'member'}), confidence=0.6222222222222222, lift=3.6817882971729126), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mysore', 'sports_and_travel', 'c', 'normal'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'normal'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'sports_and_travel', 'c', 'normal'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', '1', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', '1'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', '1'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'female', '1'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '1'}), items_add=frozenset({'cash', 'a'}), confidence=0.4545454545454546, lift=4.132231404958678)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', '1', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.25, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.25, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.08181818181818182, lift=3.2727272727272725), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', '1'}), confidence=0.05027932960893854, lift=3.591380686352753), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.08181818181818182, lift=3.2727272727272725), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', '1'}), confidence=0.05027932960893854, lift=3.591380686352753), OrderedStatistic(items_base=frozenset({'a', 'cash', '1'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6428571428571428, lift=3.5913806863527533), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.35999999999999993, lift=3.272727272727272), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '1'}), items_add=frozenset({'a', 'male'}), confidence=0.6428571428571428, lift=3.5913806863527533), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'cash', 'a'}), confidence=0.35999999999999993, lift=3.272727272727272), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '1'}), confidence=0.17647058823529413, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '1'}), confidence=0.17647058823529413, lift=4.901960784313726)])
RelationRecord(items=frozenset({'bangalore', 'cash', '1', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '1', 'member'}), confidence=0.05454545454545455, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '1', 'member'}), confidence=0.05454545454545455, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'a', '1', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.42857142857142855, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.42857142857142855, lift=3.896103896103896)])
RelationRecord(items=frozenset({'bangalore', 'cash', '1', 'a', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.22222222222222224, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.22222222222222224, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.07272727272727272, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', '1'}), confidence=0.04624277456647399, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.07272727272727272, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'a', '1'}), confidence=0.04624277456647399, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'cash', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.36363636363636365, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.36363636363636365, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.14814814814814814, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.14814814814814814, lift=4.11522633744856)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'credit_card', '1', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'fashion_accessories'}), items_add=frozenset({'a', 'bangalore', 'credit_card', '1'}), confidence=0.02808988764044944, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'credit_card'}), confidence=0.1388888888888889, lift=8.169934640522875), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'a'}), confidence=0.1388888888888889, lift=8.169934640522875), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', '1'}), confidence=0.04807692307692308, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card', '1'}), confidence=0.09803921568627452, lift=12.254901960784315), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'a', '1'}), confidence=0.04807692307692308, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'credit_card', '1'}), confidence=0.09803921568627452, lift=12.254901960784315), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.625, lift=12.254901960784315), OrderedStatistic(items_base=frozenset({'a', '1', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.4545454545454546, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '1'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.625, lift=12.254901960784315), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', '1'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.4545454545454546, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.29411764705882354, lift=8.169934640522877), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'credit_card'}), items_add=frozenset({'a', '1'}), confidence=0.29411764705882354, lift=8.169934640522877), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'credit_card', '1'}), items_add=frozenset({'fashion_accessories'}), confidence=0.625, lift=3.51123595505618)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '1', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', '1'}), confidence=0.028901734104046246, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', '1'}), confidence=0.028901734104046246, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.625, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.625, lift=3.6127167630057806)])
RelationRecord(items=frozenset({'bangalore', 'male', '1', 'a', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.33333333333333337, lift=4.694835680751175), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.33333333333333337, lift=4.694835680751175), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.09523809523809523, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1', 'debit_card'}), confidence=0.0670391061452514, lift=4.788507581803671), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.09523809523809523, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '1', 'debit_card'}), confidence=0.0670391061452514, lift=4.788507581803671), OrderedStatistic(items_base=frozenset({'a', '1', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.8571428571428571, lift=4.788507581803671), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.48, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.8571428571428571, lift=4.788507581803671), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.48, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '1'}), confidence=0.16901408450704228, lift=4.694835680751175), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '1'}), confidence=0.16901408450704228, lift=4.694835680751175)])
RelationRecord(items=frozenset({'bangalore', '1', 'a', 'debit_card', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.07142857142857142, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '1', 'debit_card'}), confidence=0.05202312138728324, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.07142857142857142, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '1', 'debit_card'}), confidence=0.05202312138728324, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'a', '1', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6428571428571428, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.40909090909090906, lift=3.2467532467532463), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.6428571428571428, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.40909090909090906, lift=3.2467532467532463), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.140625, lift=3.9062500000000004), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.140625, lift=3.9062500000000004)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'male', '1', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'male', 'electronic_accessories'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'male', 'electronic_accessories'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.11666666666666667, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1', 'electronic_accessories'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.11666666666666667, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '1', 'electronic_accessories'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'a', '1', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.27999999999999997, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'electronic_accessories'}), items_add=frozenset({'a', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.27999999999999997, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'a', 'male', 'electronic_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.21875, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'electronic_accessories'}), items_add=frozenset({'a', '1'}), confidence=0.21875, lift=6.076388888888889)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', '1', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'member'}), confidence=0.1388888888888889, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'electronic_accessories', 'member'}), confidence=0.1388888888888889, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '1', 'member'}), confidence=0.08333333333333334, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '1', 'electronic_accessories'}), confidence=0.029940119760479042, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '1', 'member'}), confidence=0.08333333333333334, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '1', 'electronic_accessories'}), confidence=0.029940119760479042, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'a', '1', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'a', '1', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.35714285714285715, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.35714285714285715, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'member'}), items_add=frozenset({'bangalore', '1'}), confidence=0.16129032258064516, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'a', '1'}), confidence=0.16129032258064516, lift=4.480286738351254)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'male', '1', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'a'}), confidence=0.07142857142857142, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.22222222222222224, lift=9.66183574879227), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.22222222222222224, lift=9.66183574879227), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.15686274509803924, lift=6.274509803921569), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'fashion_accessories', 'bangalore', '1'}), confidence=0.0446927374301676, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.15686274509803924, lift=6.274509803921569), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'fashion_accessories', 'a', '1'}), confidence=0.0446927374301676, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'a', '1', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7272727272727273, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.32, lift=6.274509803921569), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', '1'}), items_add=frozenset({'a', 'male'}), confidence=0.7272727272727273, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.32, lift=6.274509803921569), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.34782608695652173, lift=9.66183574879227), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'a', '1'}), confidence=0.34782608695652173, lift=9.66183574879227), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'male', 'fashion_accessories'}), items_add=frozenset({'1'}), confidence=0.34782608695652173, lift=3.105590062111801)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', '1', 'a', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.22222222222222224, lift=7.662835249042145), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.22222222222222224, lift=7.662835249042145), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.15686274509803924, lift=7.130124777183602), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', '1'}), confidence=0.04624277456647399, lift=4.203888596952181), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.15686274509803924, lift=7.130124777183602), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', '1'}), confidence=0.04624277456647399, lift=4.203888596952181), OrderedStatistic(items_base=frozenset({'a', '1', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.7272727272727273, lift=4.203888596952181), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.36363636363636365, lift=7.130124777183601), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.7272727272727273, lift=4.203888596952181), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.36363636363636365, lift=7.130124777183601), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.27586206896551724, lift=7.662835249042146), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.27586206896551724, lift=7.662835249042146)])
RelationRecord(items=frozenset({'bangalore', 'female', '1', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', '1'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '1'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', 'female', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363)])
RelationRecord(items=frozenset({'bangalore', '1', 'home_and_lifestyle', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.1388888888888889, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal'}), confidence=0.1388888888888889, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.07692307692307693, lift=3.496503496503497), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '1', 'home_and_lifestyle'}), confidence=0.028901734104046246, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.07692307692307693, lift=3.496503496503497), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle', '1'}), confidence=0.028901734104046246, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=1.0, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.2272727272727273, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'home_and_lifestyle'}), items_add=frozenset({'a', 'normal'}), confidence=1.0, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.2272727272727273, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.16129032258064516, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.16129032258064516, lift=4.480286738351254)])
RelationRecord(items=frozenset({'bangalore', 'male', '1', 'member', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1', 'member'}), confidence=0.05027932960893854, lift=3.591380686352753), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '1', 'member'}), confidence=0.05027932960893854, lift=3.591380686352753), OrderedStatistic(items_base=frozenset({'a', '1', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6428571428571428, lift=3.5913806863527533), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.6428571428571428, lift=3.5913806863527533)])
RelationRecord(items=frozenset({'bangalore', 'male', '1', 'a', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.4444444444444445, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.4444444444444445, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.0893854748603352, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.09248554913294799, lift=3.6994219653179194), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.0893854748603352, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.09248554913294799, lift=3.6994219653179194), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.64, lift=3.6994219653179194), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7272727272727273, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.64, lift=3.6994219653179194), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.7272727272727273, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.17391304347826086, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.17391304347826086, lift=4.830917874396135)])
RelationRecord(items=frozenset({'fashion_accessories', 'male', '1', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'fashion_accessories', 'male', 'a', 'normal'}), confidence=0.05357142857142857, lift=4.1208791208791204), OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'fashion_accessories', 'male', 'normal'}), confidence=0.16666666666666669, lift=3.8759689922480627), OrderedStatistic(items_base=frozenset({'male', '1'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.08955223880597014, lift=3.0880082346886253), OrderedStatistic(items_base=frozenset({'1', 'normal'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.1090909090909091, lift=4.743083003952569), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'male', '1', 'normal'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.07317073170731707, lift=3.3259423503325944), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'male'}), confidence=0.27272727272727276, lift=3.3259423503325944), OrderedStatistic(items_base=frozenset({'male', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'1', 'normal'}), confidence=0.2608695652173913, lift=4.743083003952569), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'male', '1'}), confidence=0.20689655172413793, lift=3.0880082346886257), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.13953488372093026, lift=3.875968992248063), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal', 'fashion_accessories'}), items_add=frozenset({'1'}), confidence=0.46153846153846156, lift=4.120879120879121)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', '1', 'b'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', '1', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', '1', 'b'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.28125, lift=4.934210526315789), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.28125, lift=4.934210526315789), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '1', 'mangalore'}), confidence=0.08181818181818182, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '1', 'mangalore'}), confidence=0.05294117647058823, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '1'}), confidence=0.08181818181818182, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '1', 'b'}), confidence=0.05294117647058823, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'cash', '1'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7499999999999999, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'male', '1'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.47368421052631576, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'cash', '1', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7499999999999999, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.47368421052631576, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.15789473684210525, lift=4.934210526315789), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.15789473684210525, lift=4.934210526315789), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', '1', 'b', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '1', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '1', 'b', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.21875, lift=4.127358490566038), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.21875, lift=4.127358490566038), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'1', 'member', 'mangalore'}), confidence=0.06363636363636364, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', '1', 'mangalore'}), confidence=0.04242424242424242, lift=3.535353535353535), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.06363636363636364, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', '1', 'b'}), confidence=0.04242424242424242, lift=3.535353535353535), OrderedStatistic(items_base=frozenset({'b', 'cash', '1'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5833333333333334, lift=3.5353535353535355), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'cash', '1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5833333333333334, lift=3.5353535353535355), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.1320754716981132, lift=4.127358490566038), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.1320754716981132, lift=4.127358490566038), OrderedStatistic(items_base=frozenset({'b', 'cash', '1', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', '1', 'b', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '1', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '1', 'b', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'1', 'normal', 'mangalore'}), confidence=0.045454545454545456, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '1', 'normal'}), confidence=0.045454545454545456, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', '1', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.35714285714285715, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'1', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.35714285714285715, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', 'cash', '1', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '1', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', '1', 'b'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '1', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '1'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.28125, lift=4.766949152542373), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.28125, lift=4.766949152542373), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '1', 'mangalore'}), confidence=0.08256880733944953, lift=6.351446718419195), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '1', 'mangalore'}), confidence=0.05555555555555555, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '1'}), confidence=0.08256880733944953, lift=6.351446718419195), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '1'}), confidence=0.05555555555555555, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6428571428571428, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'b', 'female', '1'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.6923076923076923, lift=6.351446718419195), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6428571428571428, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'female', '1', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.6923076923076923, lift=6.351446718419195), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.15254237288135594, lift=4.766949152542373), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.15254237288135594, lift=4.766949152542373), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', '1'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', '1', 'b'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'1', 'credit_card', 'male', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', '1'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.15625, lift=3.125), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.15625, lift=3.125), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.09999999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.09999999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', '1', 'b', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '1', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '1', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.21875, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.21875, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'1', 'member', 'mangalore'}), confidence=0.06422018348623854, lift=3.5677879714576965), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '1', 'mangalore'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.06422018348623854, lift=3.5677879714576965), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '1'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.38888888888888895, lift=3.567787971457697), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.38888888888888895, lift=3.567787971457697), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.11111111111111112, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.11111111111111112, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', '1', 'b', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '1', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '1', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.21875, lift=4.755434782608695), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.21875, lift=4.755434782608695), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'1', 'normal', 'mangalore'}), confidence=0.06422018348623854, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '1', 'normal'}), confidence=0.06422018348623854, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', '1', 'normal'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'1', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.15217391304347827, lift=4.755434782608696), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.15217391304347827, lift=4.755434782608696), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', '1', 'b', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '1', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '1', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), confidence=0.15625, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'sports_and_travel'}), confidence=0.15625, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'1', 'sports_and_travel', 'mangalore'}), confidence=0.045871559633027525, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'credit_card', '1', 'mangalore'}), confidence=0.08064516129032258, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '1', 'sports_and_travel'}), confidence=0.045871559633027525, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '1'}), confidence=0.08064516129032258, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.35714285714285715, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'b', '1', 'sports_and_travel'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.35714285714285715, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'1', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.2777777777777778, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.2777777777777778, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '1', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '1', 'b', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'male', '1', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '1', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', '1', 'mangalore'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '1', 'debit_card'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', '1', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'1', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'male'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'male', '1', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '1', 'b', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'male', '1', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '1', 'fashion_accessories'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'fashion_accessories', 'male', 'mangalore'}), confidence=0.15625, lift=5.387931034482758), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'male', 'fashion_accessories'}), confidence=0.15625, lift=5.387931034482758), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'male', '1', 'mangalore'}), confidence=0.08064516129032258, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'fashion_accessories', '1', 'mangalore'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'male', '1'}), confidence=0.08064516129032258, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '1', 'fashion_accessories'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', '1', 'fashion_accessories'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'male', '1'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.2631578947368421, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.2631578947368421, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'b', 'male', 'fashion_accessories'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.17241379310344826, lift=5.387931034482758), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.17241379310344826, lift=5.387931034482758), OrderedStatistic(items_base=frozenset({'b', 'male', '1', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', '1', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '1', 'b', 'member', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '1', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'fashion_accessories', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'fashion_accessories', 'member', 'mangalore'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', 'member'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'1', 'member', 'mangalore'}), confidence=0.08064516129032258, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'fashion_accessories', '1', 'mangalore'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.08064516129032258, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '1', 'fashion_accessories'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', '1', 'fashion_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.2777777777777778, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.2777777777777778, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'b', '1', 'fashion_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', '1', 'b', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '1', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '1', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '1', 'mangalore'}), confidence=0.04242424242424242, lift=3.263403263403263), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '1'}), confidence=0.04242424242424242, lift=3.263403263403263), OrderedStatistic(items_base=frozenset({'b', 'female', '1'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5384615384615385, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'female', '1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5384615384615385, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'b', 'female', '1', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', '1', 'b', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '1', 'normal', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '1', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '1', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '1', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '1', 'b', 'member'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '1', 'member', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '1', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.34375, lift=4.296875), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.34375, lift=4.296875), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'1', 'member', 'mangalore'}), confidence=0.06470588235294117, lift=3.594771241830065), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'male', '1', 'mangalore'}), confidence=0.06666666666666667, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.06470588235294117, lift=3.594771241830065), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'male', '1'}), confidence=0.06666666666666667, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'b', 'male', '1'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5789473684210527, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6111111111111112, lift=3.5947712418300655), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5789473684210527, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6111111111111112, lift=3.5947712418300655), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.13749999999999998, lift=4.296874999999999), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.13749999999999998, lift=4.296874999999999), OrderedStatistic(items_base=frozenset({'b', 'male', '1', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '1', 'b', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '1', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '1', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'1', 'normal', 'mangalore'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '1', 'normal'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'b', '1', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'1', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'b', 'male', '1', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '1', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '1', 'b', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '1', 'sports_and_travel', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '1', 'sports_and_travel'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.21875, lift=6.8359375), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.21875, lift=6.8359375), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'1', 'sports_and_travel', 'mangalore'}), confidence=0.041176470588235294, lift=4.117647058823529), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', '1', 'mangalore'}), confidence=0.11290322580645161, lift=5.942275042444821), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '1', 'sports_and_travel'}), confidence=0.041176470588235294, lift=4.117647058823529), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', '1'}), confidence=0.11290322580645161, lift=5.942275042444821), OrderedStatistic(items_base=frozenset({'b', 'male', '1'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.368421052631579, lift=5.942275042444822), OrderedStatistic(items_base=frozenset({'b', '1', 'sports_and_travel'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7, lift=4.117647058823529), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.368421052631579, lift=5.942275042444822), OrderedStatistic(items_base=frozenset({'1', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7, lift=4.117647058823529), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.21875, lift=6.8359375), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.21875, lift=6.8359375), OrderedStatistic(items_base=frozenset({'b', 'male', '1', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '1', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '1', 'b', 'member', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', '1', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '1', 'sports_and_travel', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.15625, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.15625, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'1', 'sports_and_travel', 'mangalore'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'1', 'member', 'mangalore'}), confidence=0.08064516129032258, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '1', 'sports_and_travel'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.08064516129032258, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.2777777777777778, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'b', '1', 'sports_and_travel'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.2777777777777778, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'1', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.16666666666666669, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.16666666666666669, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'b', '1', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', '1', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '1', 'b', 'sports_and_travel', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'normal', '1', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', '1', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'1', 'normal', 'mangalore'}), confidence=0.08064516129032258, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '1', 'normal'}), confidence=0.08064516129032258, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'b', '1', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.35714285714285715, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'1', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.35714285714285715, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.15625, lift=4.8828125), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', '1', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', '1', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'bangalore', 'male', '1', 'fashion_accessories', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'normal'}), confidence=0.05357142857142857, lift=4.1208791208791204), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'fashion_accessories', 'male', 'normal'}), confidence=0.16666666666666669, lift=3.8759689922480627), OrderedStatistic(items_base=frozenset({'male', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.08955223880597014, lift=3.0880082346886253), OrderedStatistic(items_base=frozenset({'1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.1090909090909091, lift=4.743083003952569), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'male', '1', 'normal'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.07317073170731707, lift=3.3259423503325944), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'male'}), confidence=0.27272727272727276, lift=3.3259423503325944), OrderedStatistic(items_base=frozenset({'male', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'1', 'normal'}), confidence=0.2608695652173913, lift=4.743083003952569), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'male', '1'}), confidence=0.20689655172413793, lift=3.0880082346886257), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.13953488372093026, lift=3.875968992248063), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', 'normal'}), items_add=frozenset({'1'}), confidence=0.46153846153846156, lift=4.120879120879121)])
RelationRecord(items=frozenset({'cash', '1', 'c', 'member', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'cash', 'c', 'fashion_accessories', 'member'}), confidence=0.044642857142857144, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'fashion_accessories', 'member'}), confidence=0.11363636363636365, lift=4.940711462450594), OrderedStatistic(items_base=frozenset({'cash', '1'}), items_add=frozenset({'fashion_accessories', 'c', 'member'}), confidence=0.11111111111111112, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'1', 'member'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.08771929824561403, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.08771929824561403, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member'}), items_add=frozenset({'cash', '1', 'c'}), confidence=0.058139534883720936, lift=3.059975520195839), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), items_add=frozenset({'fashion_accessories', 'member'}), confidence=0.2631578947368421, lift=3.0599755201958385), OrderedStatistic(items_base=frozenset({'1', 'c', 'member'}), items_add=frozenset({'cash', 'fashion_accessories'}), confidence=0.19999999999999998, lift=3.5087719298245608), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories'}), items_add=frozenset({'1', 'member'}), confidence=0.2272727272727273, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'member'}), items_add=frozenset({'cash', '1'}), confidence=0.15625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.2173913043478261, lift=4.940711462450594), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories', 'member'}), items_add=frozenset({'1'}), confidence=0.5, lift=4.464285714285714)])
RelationRecord(items=frozenset({'cash', '1', 'c', 'fashion_accessories', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '1', 'fashion_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '1', 'c', 'fashion_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories'}), confidence=0.13636363636363638, lift=6.198347107438018), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.13636363636363638, lift=6.198347107438018), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '1'}), confidence=0.04838709677419355, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'cash', 'mysore', '1'}), confidence=0.09230769230769231, lift=4.858299595141701), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'fashion_accessories', '1', 'c'}), confidence=0.04838709677419355, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'cash', '1', 'c'}), confidence=0.09230769230769231, lift=4.858299595141701), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.31578947368421056, lift=4.858299595141701), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.31578947368421056, lift=4.858299595141701), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '1'}), items_add=frozenset({'cash', 'c'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore', '1'}), confidence=0.27272727272727276, lift=6.198347107438018), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'1', 'c'}), confidence=0.27272727272727276, lift=6.198347107438018), OrderedStatistic(items_base=frozenset({'cash', '1', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1', 'fashion_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', '1', 'c', 'mysore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', '1', 'mysore'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', '1', 'c'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.2272727272727273, lift=3.443526170798898), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.2272727272727273, lift=3.443526170798898), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', '1'}), confidence=0.08064516129032258, lift=3.840245775729646), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '1', 'c'}), confidence=0.08064516129032258, lift=3.840245775729646), OrderedStatistic(items_base=frozenset({'female', '1', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.47619047619047616, lift=3.8402457757296466), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1'}), items_add=frozenset({'cash', 'c'}), confidence=0.47619047619047616, lift=3.8402457757296466), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.15151515151515152, lift=3.4435261707988984), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'1', 'c'}), confidence=0.15151515151515152, lift=3.4435261707988984), OrderedStatistic(items_base=frozenset({'cash', 'female', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '1', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', '1', 'c', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', '1'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', '1', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.20454545454545453, lift=3.526645768025078), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.20454545454545453, lift=3.526645768025078), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', '1'}), confidence=0.07258064516129031, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', '1'}), confidence=0.06, lift=3.1578947368421053), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', '1', 'c'}), confidence=0.07258064516129031, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', '1', 'c'}), confidence=0.06, lift=3.1578947368421053), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.47368421052631576, lift=3.1578947368421053), OrderedStatistic(items_base=frozenset({'male', '1', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3913043478260869, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1'}), items_add=frozenset({'male', 'c'}), confidence=0.47368421052631576, lift=3.1578947368421053), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1'}), items_add=frozenset({'cash', 'c'}), confidence=0.3913043478260869, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '1'}), confidence=0.15517241379310343, lift=3.526645768025078), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'1', 'c'}), confidence=0.15517241379310343, lift=3.526645768025078), OrderedStatistic(items_base=frozenset({'cash', 'male', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', '1', 'c', 'member', 'mysore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '1', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '1', 'c', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.29545454545454547, lift=5.007704160246534), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.29545454545454547, lift=5.007704160246534), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '1', 'member'}), confidence=0.10483870967741934, lift=4.193548387096773), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'mysore', '1'}), confidence=0.07692307692307691, lift=4.048582995951417), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.10483870967741934, lift=4.193548387096773), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', '1', 'c'}), confidence=0.07692307692307691, lift=4.048582995951417), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6842105263157895, lift=4.048582995951417), OrderedStatistic(items_base=frozenset({'1', 'c', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5199999999999999, lift=4.193548387096773), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1'}), items_add=frozenset({'c', 'member'}), confidence=0.6842105263157895, lift=4.048582995951417), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.5199999999999999, lift=4.193548387096773), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.22033898305084745, lift=5.007704160246534), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.22033898305084745, lift=5.007704160246534), OrderedStatistic(items_base=frozenset({'cash', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', '1', 'c', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '1', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '1', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', '1', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', '1', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '1'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', '1', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '1', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '1'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'credit_card', '1', 'c', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '1', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '1', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', '1', 'c', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '1', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '1', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'normal'}), confidence=0.15909090909090912, lift=4.186602870813398), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'credit_card', 'c', 'normal'}), confidence=0.15909090909090912, lift=4.186602870813398), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '1', 'normal'}), confidence=0.07142857142857142, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore', '1'}), confidence=0.0440251572327044, lift=3.6687631027253667), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'1', 'c', 'normal'}), confidence=0.07142857142857142, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'credit_card', '1', 'c'}), confidence=0.0440251572327044, lift=3.6687631027253667), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5833333333333334, lift=3.668763102725367), OrderedStatistic(items_base=frozenset({'1', 'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.368421052631579, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '1'}), items_add=frozenset({'c', 'normal'}), confidence=0.5833333333333334, lift=3.668763102725367), OrderedStatistic(items_base=frozenset({'mysore', '1', 'normal'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.368421052631579, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '1'}), confidence=0.1842105263157895, lift=4.186602870813398), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal'}), items_add=frozenset({'1', 'c'}), confidence=0.1842105263157895, lift=4.186602870813398), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '1', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', '1', 'c', 'member', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'female', '1', 'debit_card'}), confidence=0.03550295857988166, lift=3.944773175542407), OrderedStatistic(items_base=frozenset({'female', '1', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.6666666666666667, lift=3.9447731755424065)])
RelationRecord(items=frozenset({'female', '1', 'c', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '1', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '1', 'c', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', '1', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'1', 'c', 'member', 'mysore', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', '1', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', '1', 'c', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.15909090909090912, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.15909090909090912, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '1', 'debit_card'}), confidence=0.04142011834319526, lift=3.1861629494765586), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'1', 'c', 'debit_card'}), confidence=0.04142011834319526, lift=3.1861629494765586), OrderedStatistic(items_base=frozenset({'1', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5384615384615385, lift=3.186162949476559), OrderedStatistic(items_base=frozenset({'mysore', '1', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.5384615384615385, lift=3.186162949476559), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.13999999999999999, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.13999999999999999, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'1', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'1', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'mysore', '1', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', '1', 'c', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore', 'member'}), confidence=0.18181818181818182, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'fashion_accessories', 'c', 'member'}), confidence=0.18181818181818182, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', '1', 'member'}), confidence=0.12307692307692307, lift=4.9230769230769225), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'fashion_accessories', 'mysore', '1'}), confidence=0.047337278106508875, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.12307692307692307, lift=4.9230769230769225), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'fashion_accessories', '1', 'c'}), confidence=0.047337278106508875, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6666666666666666, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'1', 'c', 'member'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.32, lift=4.923076923076923), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '1'}), items_add=frozenset({'c', 'member'}), confidence=0.6666666666666666, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.32, lift=4.923076923076923), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.25, lift=5.6818181818181825), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.25, lift=5.6818181818181825), OrderedStatistic(items_base=frozenset({'fashion_accessories', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', '1', 'c', 'member', 'mysore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '1', 'member'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '1', 'c', 'member'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.31818181818181823, lift=3.31439393939394), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.31818181818181823, lift=3.31439393939394), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '1', 'member'}), confidence=0.07865168539325844, lift=3.146067415730337), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', '1'}), confidence=0.08284023668639053, lift=3.9447731755424056), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.07865168539325844, lift=3.146067415730337), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', '1', 'c'}), confidence=0.08284023668639053, lift=3.9447731755424056), OrderedStatistic(items_base=frozenset({'female', '1', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6666666666666666, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'1', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5599999999999999, lift=3.1460674157303368), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1'}), items_add=frozenset({'c', 'member'}), confidence=0.6666666666666666, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.5599999999999999, lift=3.1460674157303368), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.14583333333333334, lift=3.31439393939394), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.14583333333333334, lift=3.31439393939394), OrderedStatistic(items_base=frozenset({'female', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', '1', 'c', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '1', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '1', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', '1', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '1', 'c', 'food_and_beverages', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '1', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '1', 'c', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages'}), confidence=0.11363636363636365, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'male', 'c', 'food_and_beverages'}), confidence=0.11363636363636365, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore', '1'}), confidence=0.07575757575757576, lift=3.2938076416337285), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '1', 'food_and_beverages'}), confidence=0.03333333333333333, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'male', '1', 'c'}), confidence=0.07575757575757576, lift=3.2938076416337285), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'1', 'c', 'food_and_beverages'}), confidence=0.03333333333333333, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'1', 'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'male', '1', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.2173913043478261, lift=3.293807641633729), OrderedStatistic(items_base=frozenset({'mysore', '1', 'food_and_beverages'}), items_add=frozenset({'male', 'c'}), confidence=0.5555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.2173913043478261, lift=3.293807641633729), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '1'}), confidence=0.17857142857142858, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'1', 'c'}), confidence=0.17857142857142858, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'male', '1', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'1', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'normal', 'mysore', '1', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'normal', '1', 'c', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.11363636363636365, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.11363636363636365, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '1', 'normal'}), confidence=0.07575757575757576, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '1', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'1', 'c', 'normal'}), confidence=0.07575757575757576, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'1', 'c', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'1', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'1', 'c', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.2631578947368421, lift=3.987240829346092), OrderedStatistic(items_base=frozenset({'mysore', '1', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'mysore', '1', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.2631578947368421, lift=3.987240829346092), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '1'}), confidence=0.16666666666666669, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'1', 'c'}), confidence=0.16666666666666669, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'normal', '1', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'normal', 'mysore', '1', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'1', 'c', 'home_and_lifestyle', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'home_and_lifestyle', 'mysore', '1', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'home_and_lifestyle', '1', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'member'}), confidence=0.11363636363636365, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'home_and_lifestyle', 'c', 'member'}), confidence=0.11363636363636365, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', '1', 'member'}), confidence=0.11111111111111112, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'home_and_lifestyle', 'mysore', '1'}), confidence=0.029585798816568046, lift=4.22654268808115), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.11111111111111112, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'home_and_lifestyle', '1', 'c'}), confidence=0.029585798816568046, lift=4.22654268808115), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '1', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7142857142857143, lift=4.22654268808115), OrderedStatistic(items_base=frozenset({'1', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', '1'}), items_add=frozenset({'c', 'member'}), confidence=0.7142857142857143, lift=4.22654268808115), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.19999999999999998, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.17857142857142858, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.17857142857142858, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '1', 'c', 'member', 'mysore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '1', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '1', 'c', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.25, lift=3.4246575342465757), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.25, lift=3.4246575342465757), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.1506849315068493, lift=3.4246575342465753), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.1506849315068493, lift=3.4246575342465753), OrderedStatistic(items_base=frozenset({'male', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '1', 'c', 'mysore', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '1', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '1', 'c', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.27272727272727276, lift=3.5419126328217243), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.27272727272727276, lift=3.5419126328217243), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '1', 'normal'}), confidence=0.08, lift=4.2105263157894735), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', '1'}), confidence=0.07547169811320754, lift=3.281378178835111), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'1', 'c', 'normal'}), confidence=0.08, lift=4.2105263157894735), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '1', 'c'}), confidence=0.07547169811320754, lift=3.281378178835111), OrderedStatistic(items_base=frozenset({'male', '1', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5217391304347826, lift=3.2813781788351104), OrderedStatistic(items_base=frozenset({'1', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6315789473684211, lift=4.210526315789474), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1'}), items_add=frozenset({'c', 'normal'}), confidence=0.5217391304347826, lift=3.2813781788351104), OrderedStatistic(items_base=frozenset({'mysore', '1', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.6315789473684211, lift=4.210526315789474), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '1'}), confidence=0.15584415584415584, lift=3.541912632821724), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'1', 'c'}), confidence=0.15584415584415584, lift=3.541912632821724), OrderedStatistic(items_base=frozenset({'male', '1', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '1', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', '1', 'member', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'cash', 'male', 'fashion_accessories', 'member'}), confidence=0.044642857142857144, lift=3.7202380952380953), OrderedStatistic(items_base=frozenset({'male', '1'}), items_add=frozenset({'cash', 'fashion_accessories', 'member'}), confidence=0.07462686567164178, lift=3.244646333549643), OrderedStatistic(items_base=frozenset({'1', 'member'}), items_add=frozenset({'cash', 'male', 'fashion_accessories'}), confidence=0.08771929824561403, lift=3.024803387779794), OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories'}), items_add=frozenset({'1', 'member'}), confidence=0.17241379310344826, lift=3.024803387779794), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'member'}), items_add=frozenset({'male', '1'}), confidence=0.2173913043478261, lift=3.2446463335496434), OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories', 'member'}), items_add=frozenset({'1'}), confidence=0.4166666666666667, lift=3.7202380952380953)])
RelationRecord(items=frozenset({'cash', 'male', '1', 'fashion_accessories', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1', 'normal'}), items_add=frozenset({'cash', 'male', 'fashion_accessories'}), confidence=0.09090909090909091, lift=3.134796238244514), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male'}), items_add=frozenset({'cash', '1', 'normal'}), confidence=0.06097560975609756, lift=3.209242618741977), OrderedStatistic(items_base=frozenset({'cash', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'male'}), confidence=0.2631578947368421, lift=3.2092426187419765), OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories'}), items_add=frozenset({'1', 'normal'}), confidence=0.17241379310344826, lift=3.1347962382445136)])
RelationRecord(items=frozenset({'cash', '1', 'member', 'fashion_accessories', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), confidence=0.044642857142857144, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'cash', '1'}), items_add=frozenset({'fashion_accessories', 'mysore', 'member'}), confidence=0.11111111111111112, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'1', 'member'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories'}), confidence=0.08771929824561403, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'fashion_accessories', 'member'}), confidence=0.11363636363636365, lift=4.940711462450594), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories'}), items_add=frozenset({'mysore', '1', 'member'}), confidence=0.08771929824561403, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member'}), items_add=frozenset({'cash', 'mysore', '1'}), confidence=0.058139534883720936, lift=3.059975520195839), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1'}), items_add=frozenset({'fashion_accessories', 'member'}), confidence=0.2631578947368421, lift=3.0599755201958385), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member'}), items_add=frozenset({'cash', 'fashion_accessories'}), confidence=0.19999999999999998, lift=3.5087719298245608), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.2173913043478261, lift=4.940711462450594), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'1', 'member'}), confidence=0.2272727272727273, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'member'}), items_add=frozenset({'cash', '1'}), confidence=0.15625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), items_add=frozenset({'1'}), confidence=0.5, lift=4.464285714285714)])
RelationRecord(items=frozenset({'female', '1', 'member', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', '1', 'debit_card'}), confidence=0.03550295857988166, lift=3.944773175542407), OrderedStatistic(items_base=frozenset({'female', '1', 'debit_card'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6666666666666667, lift=3.9447731755424065)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', '10', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', '10'}), confidence=0.02793296089385475, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', '10'}), confidence=0.02793296089385475, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'a', 'cash', '10'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '10'}), items_add=frozenset({'a', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417)])
RelationRecord(items=frozenset({'bangalore', 'cash', '10', 'member', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.1842105263157895, lift=3.2894736842105265), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.1842105263157895, lift=3.2894736842105265), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', '10'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', '10'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'a', 'cash', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.125, lift=3.2894736842105265), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.125, lift=3.2894736842105265)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'female', '10', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.1842105263157895, lift=3.9193729003359468), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.1842105263157895, lift=3.9193729003359468), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', '10'}), confidence=0.06730769230769232, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', '10'}), confidence=0.043478260869565216, lift=3.623188405797101), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', '10'}), confidence=0.06730769230769232, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', '10'}), confidence=0.043478260869565216, lift=3.623188405797101), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '10'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5833333333333334, lift=3.6231884057971016), OrderedStatistic(items_base=frozenset({'a', 'female', '10'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35, lift=3.3653846153846154), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '10'}), items_add=frozenset({'a', 'female'}), confidence=0.5833333333333334, lift=3.6231884057971016), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '10'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35, lift=3.3653846153846154), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', '10'}), confidence=0.14893617021276595, lift=3.9193729003359463), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', '10'}), confidence=0.14893617021276595, lift=3.9193729003359463)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '10', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.15789473684210528, lift=3.22234156820623), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.15789473684210528, lift=3.22234156820623), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.12244897959183673, lift=3.2223415682062297), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.12244897959183673, lift=3.2223415682062297)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '10', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'normal', '10'}), confidence=0.057692307692307696, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'normal', '10'}), confidence=0.057692307692307696, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'a', 'normal', '10'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.46153846153846156, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '10'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.46153846153846156, lift=4.437869822485207)])
RelationRecord(items=frozenset({'bangalore', 'female', '10', 'a', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.23684210526315788, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.23684210526315788, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', '10'}), confidence=0.07142857142857142, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'debit_card', '10'}), confidence=0.05590062111801242, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', '10'}), confidence=0.07142857142857142, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'debit_card', '10'}), confidence=0.05590062111801242, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '10'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5294117647058822, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'a', 'female', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.44999999999999996, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '10'}), items_add=frozenset({'a', 'female'}), confidence=0.5294117647058822, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.44999999999999996, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', '10'}), confidence=0.16363636363636364, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', '10'}), confidence=0.16363636363636364, lift=4.30622009569378)])
RelationRecord(items=frozenset({'bangalore', 'food_and_beverages', '10', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), confidence=0.13157894736842105, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'debit_card', 'food_and_beverages'}), confidence=0.13157894736842105, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'food_and_beverages', '10'}), confidence=0.03968253968253968, lift=6.613756613756613), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'debit_card', '10'}), confidence=0.08620689655172413, lift=5.0709939148073016), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'food_and_beverages', '10'}), confidence=0.03968253968253968, lift=6.613756613756613), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'debit_card', '10'}), confidence=0.08620689655172413, lift=5.0709939148073016), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '10'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.29411764705882354, lift=5.070993914807302), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.8333333333333334, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '10'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.29411764705882354, lift=5.070993914807302), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.8333333333333334, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', '10'}), confidence=0.2631578947368421, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', '10'}), confidence=0.2631578947368421, lift=6.925207756232687)])
RelationRecord(items=frozenset({'bangalore', 'male', '10', 'a', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '10'}), confidence=0.06349206349206349, lift=3.5273368606701943), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '10'}), confidence=0.06349206349206349, lift=3.5273368606701943), OrderedStatistic(items_base=frozenset({'a', 'male', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4444444444444445, lift=3.5273368606701943), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4444444444444445, lift=3.5273368606701943)])
RelationRecord(items=frozenset({'bangalore', '10', 'member', 'a', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.31578947368421056, lift=5.093378607809848), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.31578947368421056, lift=5.093378607809848), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'member', '10'}), confidence=0.09523809523809523, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'debit_card', '10'}), confidence=0.0718562874251497, lift=4.226840436773512), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'member', '10'}), confidence=0.09523809523809523, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'debit_card', '10'}), confidence=0.0718562874251497, lift=4.226840436773512), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7058823529411764, lift=4.226840436773511), OrderedStatistic(items_base=frozenset({'a', 'member', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.48, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.7058823529411764, lift=4.226840436773511), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.48, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.1935483870967742, lift=5.093378607809847), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.1935483870967742, lift=5.093378607809847)])
RelationRecord(items=frozenset({'bangalore', '10', 'a', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'normal', '10'}), confidence=0.03968253968253968, lift=3.0525030525030523), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'normal', '10'}), confidence=0.03968253968253968, lift=3.0525030525030523), OrderedStatistic(items_base=frozenset({'a', 'normal', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.38461538461538464, lift=3.0525030525030528), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38461538461538464, lift=3.0525030525030528)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'female', '10', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'female', 'electronic_accessories'}), confidence=0.13157894736842105, lift=4.6992481203007515), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'female', 'electronic_accessories'}), confidence=0.13157894736842105, lift=4.6992481203007515), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'female', '10'}), confidence=0.08333333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'electronic_accessories', '10'}), confidence=0.031055900621118012, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'female', '10'}), confidence=0.08333333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'electronic_accessories', '10'}), confidence=0.031055900621118012, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', '10'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.8333333333333334, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'a', 'female', '10'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', '10'}), items_add=frozenset({'a', 'female'}), confidence=0.8333333333333334, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '10'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'female', 'electronic_accessories'}), items_add=frozenset({'bangalore', '10'}), confidence=0.17857142857142858, lift=4.699248120300752), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories'}), items_add=frozenset({'a', '10'}), confidence=0.17857142857142858, lift=4.699248120300752)])
RelationRecord(items=frozenset({'bangalore', 'female', '10', 'member', 'a'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.2894736842105263, lift=3.618421052631579), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.2894736842105263, lift=3.618421052631579), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', '10'}), confidence=0.06586826347305388, lift=3.293413173652694), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', '10'}), confidence=0.06586826347305388, lift=3.293413173652694), OrderedStatistic(items_base=frozenset({'a', 'female', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5499999999999999, lift=3.293413173652694), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.5499999999999999, lift=3.293413173652694), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.13749999999999998, lift=3.6184210526315788), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.13749999999999998, lift=3.6184210526315788)])
RelationRecord(items=frozenset({'bangalore', 'female', '10', 'a', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'normal', '10'}), confidence=0.05590062111801242, lift=4.300047778308648), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'normal', '10'}), confidence=0.05590062111801242, lift=4.300047778308648), OrderedStatistic(items_base=frozenset({'a', 'normal', '10'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6923076923076923, lift=4.300047778308648), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '10'}), items_add=frozenset({'a', 'female'}), confidence=0.6923076923076923, lift=4.300047778308648)])
RelationRecord(items=frozenset({'bangalore', 'home_and_lifestyle', '10', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.13157894736842105, lift=3.8699690402476774), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.13157894736842105, lift=3.8699690402476774), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member', '10'}), confidence=0.07692307692307693, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', '10'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member', '10'}), confidence=0.07692307692307693, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle', '10'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'a', 'member', '10'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '10'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.14705882352941177, lift=3.8699690402476783), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.14705882352941177, lift=3.8699690402476783)])
RelationRecord(items=frozenset({'bangalore', 'male', '10', 'member', 'a'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.368421052631579, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.368421052631579, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'member', '10'}), confidence=0.0782122905027933, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', '10'}), confidence=0.08383233532934131, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'member', '10'}), confidence=0.0782122905027933, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', '10'}), confidence=0.08383233532934131, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'a', 'male', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'a', 'member', '10'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5599999999999999, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '10'}), items_add=frozenset({'a', 'male'}), confidence=0.5599999999999999, lift=3.1284916201117317), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.16091954022988508, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.16091954022988508, lift=4.2347247428917125)])
RelationRecord(items=frozenset({'bangalore', 'male', '10', 'a', 'sports_and_travel'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel'}), confidence=0.15789473684210528, lift=5.263157894736843), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'male', 'sports_and_travel'}), confidence=0.15789473684210528, lift=5.263157894736843), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'sports_and_travel', '10'}), confidence=0.0335195530726257, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male', '10'}), confidence=0.1016949152542373, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'sports_and_travel', '10'}), confidence=0.0335195530726257, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'male', '10'}), confidence=0.1016949152542373, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'a', 'male', '10'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.33333333333333337, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', '10'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6666666666666667, lift=3.7243947858473003), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '10'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.33333333333333337, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', '10'}), items_add=frozenset({'a', 'male'}), confidence=0.6666666666666667, lift=3.7243947858473003), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel'}), items_add=frozenset({'bangalore', '10'}), confidence=0.2, lift=5.2631578947368425), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel'}), items_add=frozenset({'a', '10'}), confidence=0.2, lift=5.2631578947368425)])
RelationRecord(items=frozenset({'bangalore', '10', 'member', 'a', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'member'}), confidence=0.1842105263157895, lift=6.352087114337568), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'sports_and_travel', 'member'}), confidence=0.1842105263157895, lift=6.352087114337568), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel', '10'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'member', '10'}), confidence=0.11864406779661017, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'sports_and_travel', '10'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'member', '10'}), confidence=0.11864406779661017, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'a', 'member', '10'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.27999999999999997, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '10'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.27999999999999997, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.24137931034482757, lift=6.352087114337568), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.24137931034482757, lift=6.352087114337568)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', '10'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', '10', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', '10', 'mangalore'}), confidence=0.030864197530864196, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', '10'}), confidence=0.030864197530864196, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'cash', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', '10'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', '10', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', '10', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '10', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'b', 'member', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', '10', 'mangalore'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'b', '10'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', '10'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', '10'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', 'member', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', '10', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '10', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'b', 'normal', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', 'normal', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', '10'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '10', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '10'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '10', 'mangalore'}), confidence=0.08256880733944953, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '10', 'mangalore'}), confidence=0.05555555555555555, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.08256880733944953, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '10'}), confidence=0.05555555555555555, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.5625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5, lift=4.587155963302752), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.15254237288135594, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.15254237288135594, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'food_and_beverages', '10'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '10', 'food_and_beverages', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'food_and_beverages', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), confidence=0.1388888888888889, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'food_and_beverages'}), confidence=0.1388888888888889, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'10', 'food_and_beverages', 'mangalore'}), confidence=0.045871559633027525, lift=6.553079947575361), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', '10', 'mangalore'}), confidence=0.09999999999999999, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', '10'}), confidence=0.045871559633027525, lift=6.553079947575361), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '10'}), confidence=0.09999999999999999, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '10'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.3125, lift=6.25), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '10'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.7142857142857143, lift=6.553079947575361), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.3125, lift=6.25), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.7142857142857143, lift=6.553079947575361), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.19999999999999998, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.19999999999999998, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'food_and_beverages', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', '10'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'10', 'credit_card', 'male', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', '10'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', '10', 'mangalore'}), confidence=0.06422018348623854, lift=3.5677879714576965), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '10'}), confidence=0.06422018348623854, lift=3.5677879714576965), OrderedStatistic(items_base=frozenset({'b', 'male', '10'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.38888888888888895, lift=3.567787971457697), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.38888888888888895, lift=3.567787971457697), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', '10', 'member'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '10', 'member', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member', '10'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.25, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.25, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'10', 'member', 'mangalore'}), confidence=0.08256880733944953, lift=5.160550458715596), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '10', 'mangalore'}), confidence=0.054545454545454536, lift=3.4090909090909083), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'member', '10'}), confidence=0.08256880733944953, lift=5.160550458715596), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '10'}), confidence=0.054545454545454536, lift=3.4090909090909083), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '10'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5625, lift=3.4090909090909087), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5625, lift=5.160550458715596), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'member'}), confidence=0.5625, lift=3.4090909090909087), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5625, lift=5.160550458715596), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', 'member', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', '10', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '10', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal', '10'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.19444444444444448, lift=4.227053140096619), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.19444444444444448, lift=4.227053140096619), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'10', 'normal', 'mangalore'}), confidence=0.06422018348623854, lift=3.211009174311927), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'normal', '10'}), confidence=0.06422018348623854, lift=3.211009174311927), OrderedStatistic(items_base=frozenset({'b', 'normal', '10'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.35, lift=3.2110091743119265), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.35, lift=3.2110091743119265), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.15217391304347827, lift=4.227053140096619), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.15217391304347827, lift=4.227053140096619), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', 'normal', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '10', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'male', '10', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', '10'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', '10', 'mangalore'}), confidence=0.03529411764705882, lift=3.5294117647058822), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', '10'}), confidence=0.03529411764705882, lift=3.5294117647058822), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '10'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'male'}), confidence=0.6, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', '10', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '10', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal', '10'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.22222222222222224, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.22222222222222224, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'10', 'normal', 'mangalore'}), confidence=0.07079646017699115, lift=3.5398230088495573), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', '10', 'mangalore'}), confidence=0.04790419161676646, lift=4.790419161676646), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal', '10'}), confidence=0.07079646017699115, lift=3.5398230088495573), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card', '10'}), confidence=0.04790419161676646, lift=4.790419161676646), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '10'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.8, lift=4.790419161676646), OrderedStatistic(items_base=frozenset({'b', 'normal', '10'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'normal'}), confidence=0.8, lift=4.790419161676646), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '10'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.125, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.125, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', 'normal', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', '10'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '10', 'food_and_beverages', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'food_and_beverages', '10'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.16666666666666669, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'female', 'food_and_beverages'}), confidence=0.16666666666666669, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'10', 'food_and_beverages', 'mangalore'}), confidence=0.037037037037037035, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', '10', 'mangalore'}), confidence=0.12, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', '10'}), confidence=0.037037037037037035, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.12, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.33333333333333337, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.8571428571428571, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.33333333333333337, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.8571428571428571, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.20689655172413793, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.20689655172413793, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'female', 'b', '10', 'food_and_beverages', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'b', 'female', 'member', '10'}), confidence=0.03448275862068966, lift=4.310344827586207), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'female', 'food_and_beverages', 'member'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', '10'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.09523809523809523, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'food_and_beverages', '10'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.3, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'member', '10'}), items_add=frozenset({'b', 'female', 'food_and_beverages'}), confidence=0.09523809523809523, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'member', 'food_and_beverages', '10'}), confidence=0.037037037037037035, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', 'member', '10'}), confidence=0.12, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'food_and_beverages', '10'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'b', 'member', '10'}), confidence=0.06666666666666667, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'female', 'member'}), items_add=frozenset({'b', 'food_and_beverages', '10'}), confidence=0.022988505747126436, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.06382978723404255, lift=3.5460992907801416), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.33333333333333337, lift=3.546099290780142), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'member'}), confidence=0.8571428571428571, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.375, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'member', '10'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.1764705882352941, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages'}), items_add=frozenset({'member', '10'}), confidence=0.20689655172413793, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'food_and_beverages', '10'}), confidence=0.07058823529411765, lift=3.5294117647058822), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'female', '10'}), confidence=0.20689655172413793, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'member'}), items_add=frozenset({'b', '10'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'female', 'member', '10'}), items_add=frozenset({'food_and_beverages'}), confidence=0.75, lift=4.310344827586207)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '10', 'member'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '10', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'member', '10'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'10', 'member', 'mangalore'}), confidence=0.04938271604938271, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'member', '10'}), confidence=0.04938271604938271, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', 'member', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'member', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '10', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '10', 'normal', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'normal', '10'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.2777777777777778, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.2777777777777778, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'10', 'normal', 'mangalore'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'female', '10', 'mangalore'}), confidence=0.059880239520958084, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'normal', '10'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.059880239520958084, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'b', 'normal', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'b', 'normal'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '10'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.12987012987012989, lift=3.607503607503608), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.12987012987012989, lift=3.607503607503608), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'normal', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', '10', 'food_and_beverages', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'member', '10', 'food_and_beverages', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'member', 'food_and_beverages', '10'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.16666666666666669, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.16666666666666669, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'10', 'member', 'mangalore'}), confidence=0.12, lift=7.5), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'10', 'food_and_beverages', 'mangalore'}), confidence=0.03636363636363636, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member', '10'}), confidence=0.12, lift=7.5), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', '10'}), confidence=0.03636363636363636, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '10'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.8571428571428571, lift=5.194805194805194), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.375, lift=7.5), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'member'}), confidence=0.8571428571428571, lift=5.194805194805194), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '10'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.375, lift=7.5), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.20689655172413793, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.20689655172413793, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'b', 'member', 'food_and_beverages', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'member', 'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '10', 'health_and_beauty'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', '10', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.1388888888888889, lift=4.2087542087542085), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'health_and_beauty', 'male'}), confidence=0.1388888888888889, lift=4.2087542087542085), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', '10', 'mangalore'}), confidence=0.09433962264150944, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', '10', 'mangalore'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', '10'}), confidence=0.09433962264150944, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '10'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '10'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'male', '10'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.2777777777777778, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore', '10'}), items_add=frozenset({'b', 'male'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '10'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.2777777777777778, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.15151515151515152, lift=4.208754208754209), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.15151515151515152, lift=4.208754208754209), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '10', 'member'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '10', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'member', '10'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'member', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', 'member', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '10', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '10', 'normal', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'normal', '10'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.2777777777777778, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.2777777777777778, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '10', 'mangalore'}), confidence=0.059880239520958084, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '10'}), confidence=0.059880239520958084, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'b', 'male', '10'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '10'}), items_add=frozenset({'b', 'normal'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.11111111111111112, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.11111111111111112, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', 'normal', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '10', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '10', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.1388888888888889, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.1388888888888889, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'10', 'sports_and_travel', 'mangalore'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', '10', 'mangalore'}), confidence=0.08064516129032258, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', '10'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', '10'}), confidence=0.08064516129032258, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'b', 'male', '10'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.2777777777777778, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', '10'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '10'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.2777777777777778, lift=4.480286738351254), OrderedStatistic(items_base=frozenset({'mangalore', 'sports_and_travel', '10'}), items_add=frozenset({'b', 'male'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.15625, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.15625, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', '10'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', 'sports_and_travel', '10'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'c', '10', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '10', 'electronic_accessories', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories'}), confidence=0.15555555555555556, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'cash', '10'}), items_add=frozenset({'mysore', 'electronic_accessories', 'c'}), confidence=0.19444444444444448, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'cash', 'electronic_accessories', 'c'}), confidence=0.15555555555555556, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories', '10'}), confidence=0.056451612903225805, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore', '10'}), confidence=0.1272727272727273, lift=7.486631016042781), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'10', 'electronic_accessories', 'c'}), confidence=0.056451612903225805, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'c', '10'}), confidence=0.1272727272727273, lift=7.486631016042781), OrderedStatistic(items_base=frozenset({'cash', 'c', '10'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.4117647058823529, lift=7.4866310160427805), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories', '10'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.7, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '10'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.4117647058823529, lift=7.4866310160427805), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', '10'}), items_add=frozenset({'cash', 'c'}), confidence=0.7, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '10'}), confidence=0.24137931034482757, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', '10'}), confidence=0.1272727272727273, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c', '10'}), confidence=0.24137931034482757, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', '10', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore', '10'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', '10'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', '10', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', '10'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', '10'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.19999999999999998, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.19999999999999998, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', '10'}), confidence=0.07258064516129031, lift=3.6290322580645156), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', '10'}), confidence=0.06, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c', '10'}), confidence=0.07258064516129031, lift=3.6290322580645156), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', '10'}), confidence=0.06, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'cash', 'c', '10'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5294117647058822, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', 'c', '10'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.44999999999999996, lift=3.629032258064516), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '10'}), items_add=frozenset({'male', 'c'}), confidence=0.5294117647058822, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', 'mysore', '10'}), items_add=frozenset({'cash', 'c'}), confidence=0.44999999999999996, lift=3.629032258064516), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.15517241379310343, lift=3.4482758620689653), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c', '10'}), confidence=0.15517241379310343, lift=3.4482758620689653), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', '10', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'member', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'member', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', '10', 'mysore', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'normal', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'normal', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.22222222222222224, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.22222222222222224, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'normal', '10'}), confidence=0.08064516129032258, lift=3.506311360448808), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '10'}), confidence=0.06289308176100629, lift=3.6995930447650758), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', 'normal', '10'}), confidence=0.08064516129032258, lift=3.506311360448808), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'c', '10'}), confidence=0.06289308176100629, lift=3.6995930447650758), OrderedStatistic(items_base=frozenset({'cash', 'c', '10'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5882352941176471, lift=3.6995930447650758), OrderedStatistic(items_base=frozenset({'c', 'normal', '10'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4347826086956522, lift=3.5063113604488083), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '10'}), items_add=frozenset({'c', 'normal'}), confidence=0.5882352941176471, lift=3.6995930447650758), OrderedStatistic(items_base=frozenset({'mysore', 'normal', '10'}), items_add=frozenset({'cash', 'c'}), confidence=0.4347826086956522, lift=3.5063113604488083), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', '10'}), confidence=0.15384615384615385, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'c', '10'}), confidence=0.15384615384615385, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', 'c', '10', 'mysore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.22222222222222224, lift=3.8986354775828462), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.22222222222222224, lift=3.8986354775828462), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', '10'}), confidence=0.10204081632653061, lift=4.081632653061225), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', '10'}), confidence=0.05617977528089888, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', 'c', '10'}), confidence=0.10204081632653061, lift=4.081632653061225), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', 'c', '10'}), confidence=0.05617977528089888, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'credit_card', 'c', '10'}), items_add=frozenset({'mysore', 'female'}), confidence=0.625, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'female', 'c', '10'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.39999999999999997, lift=4.081632653061224), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '10'}), items_add=frozenset({'female', 'c'}), confidence=0.625, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'mysore', 'female', '10'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.39999999999999997, lift=4.081632653061224), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.17543859649122806, lift=3.898635477582846), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'c', '10'}), confidence=0.17543859649122806, lift=3.898635477582846), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'male', 'c', '10', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'male', '10'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'male', 'c', '10'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'credit_card', 'mysore', 'male'}), confidence=0.13333333333333333, lift=3.252032520325203), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'credit_card', 'male', 'c'}), confidence=0.13333333333333333, lift=3.252032520325203), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'male', 'mysore', '10'}), confidence=0.061224489795918366, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'male', 'c', '10'}), confidence=0.061224489795918366, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'male', 'c', '10'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'male', 'mysore', '10'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.14634146341463414, lift=3.252032520325203), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male'}), items_add=frozenset({'c', '10'}), confidence=0.14634146341463414, lift=3.252032520325203), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'credit_card', 'c', '10', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'normal', '10'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', 'normal', '10'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'credit_card', 'mysore', 'normal'}), confidence=0.13333333333333333, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'credit_card', 'c', 'normal'}), confidence=0.13333333333333333, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '10'}), confidence=0.15789473684210528, lift=3.508771929824562), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal'}), items_add=frozenset({'c', '10'}), confidence=0.15789473684210528, lift=3.508771929824562), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', '10', 'mysore', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'debit_card', 'c', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'debit_card', '10'}), confidence=0.03932584269662922, lift=3.2771535580524347), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'debit_card', 'c', '10'}), confidence=0.03932584269662922, lift=3.2771535580524347), OrderedStatistic(items_base=frozenset({'debit_card', 'c', '10'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5833333333333334, lift=3.2771535580524347), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', '10'}), items_add=frozenset({'female', 'c'}), confidence=0.5833333333333334, lift=3.2771535580524347), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '10', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', '10'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'debit_card', 'c', '10'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'c', '10', 'member', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'member', '10'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'member', '10'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'female', 'c', '10', 'mysore', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'normal', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'normal', '10'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', '10', 'mysore', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'sports_and_travel', 'c', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel'}), confidence=0.15555555555555556, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'female', 'sports_and_travel', 'c'}), confidence=0.15555555555555556, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', '10'}), confidence=0.03932584269662922, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'female', '10'}), confidence=0.15555555555555556, lift=6.222222222222222), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'sports_and_travel', 'c', '10'}), confidence=0.03932584269662922, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'c', '10'}), confidence=0.15555555555555556, lift=6.222222222222222), OrderedStatistic(items_base=frozenset({'female', 'c', '10'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.27999999999999997, lift=6.222222222222221), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', '10'}), items_add=frozenset({'mysore', 'female'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'female', '10'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.27999999999999997, lift=6.222222222222221), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', '10'}), items_add=frozenset({'female', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '10'}), confidence=0.24137931034482757, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel'}), items_add=frozenset({'c', '10'}), confidence=0.24137931034482757, lift=5.363984674329502), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '10', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'member', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'member', '10'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'male', 'c', 'member', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '10', 'mysore', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'normal', '10'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'normal', '10'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.28888888888888886, lift=3.7518037518037515), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.28888888888888886, lift=3.7518037518037515), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'normal', '10'}), confidence=0.08666666666666667, lift=3.768115942028986), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', '10'}), confidence=0.08176100628930817, lift=4.088050314465408), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'c', 'normal', '10'}), confidence=0.08666666666666667, lift=3.768115942028986), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', 'c', '10'}), confidence=0.08176100628930817, lift=4.088050314465408), OrderedStatistic(items_base=frozenset({'male', 'c', '10'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6499999999999999, lift=4.088050314465408), OrderedStatistic(items_base=frozenset({'c', 'normal', '10'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5652173913043478, lift=3.7681159420289854), OrderedStatistic(items_base=frozenset({'male', 'mysore', '10'}), items_add=frozenset({'c', 'normal'}), confidence=0.6499999999999999, lift=4.088050314465408), OrderedStatistic(items_base=frozenset({'mysore', 'normal', '10'}), items_add=frozenset({'male', 'c'}), confidence=0.5652173913043478, lift=3.7681159420289854), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '10'}), confidence=0.16883116883116883, lift=3.751803751803752), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'c', '10'}), confidence=0.16883116883116883, lift=3.751803751803752), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal', '10'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal', '10'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mangalore', 'female', '10', 'food_and_beverages', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'female', '10', 'member', 'mangalore'}), confidence=0.03448275862068966, lift=4.310344827586207), OrderedStatistic(items_base=frozenset({'female', '10'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.09523809523809523, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'food_and_beverages', '10'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.3, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'female', 'food_and_beverages', 'member'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'member', '10'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.09523809523809523, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'10', 'member', 'mangalore'}), confidence=0.06666666666666667, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'member', 'food_and_beverages', '10'}), confidence=0.037037037037037035, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'member'}), items_add=frozenset({'10', 'food_and_beverages', 'mangalore'}), confidence=0.022988505747126436, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'female', 'member', '10'}), confidence=0.12, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'female', '10', 'mangalore'}), confidence=0.06382978723404255, lift=3.5460992907801416), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'female', 'food_and_beverages', '10'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', '10'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.33333333333333337, lift=3.546099290780142), OrderedStatistic(items_base=frozenset({'female', 'member', '10'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.1764705882352941, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'member'}), confidence=0.8571428571428571, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '10'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.375, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'member', '10'}), confidence=0.20689655172413793, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'member'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'food_and_beverages', '10'}), confidence=0.07058823529411765, lift=3.5294117647058822), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'female', '10'}), confidence=0.20689655172413793, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'member', '10'}), items_add=frozenset({'food_and_beverages'}), confidence=0.75, lift=4.310344827586207)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '2', 'female', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.21428571428571427, lift=4.559270516717325), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.21428571428571427, lift=4.559270516717325), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', '2'}), confidence=0.057692307692307696, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', '2'}), confidence=0.037267080745341616, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', '2'}), confidence=0.057692307692307696, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', '2'}), confidence=0.037267080745341616, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '2'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'female', '2'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.4, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '2'}), items_add=frozenset({'a', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '2'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.4, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', '2'}), confidence=0.1276595744680851, lift=4.559270516717325), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', '2'}), confidence=0.1276595744680851, lift=4.559270516717325)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '2', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.17857142857142858, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.17857142857142858, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '2', 'member'}), confidence=0.04807692307692308, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '2', 'member'}), confidence=0.04807692307692308, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'a', '2', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', '2'}), confidence=0.10204081632653061, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', '2'}), confidence=0.10204081632653061, lift=3.6443148688046647)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '2', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.17857142857142858, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.17857142857142858, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '2', 'normal'}), confidence=0.04807692307692308, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '2', 'normal'}), confidence=0.04807692307692308, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'a', '2', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.38461538461538464, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.38461538461538464, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', '2'}), confidence=0.09090909090909091, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', '2'}), confidence=0.09090909090909091, lift=3.2467532467532467)])
RelationRecord(items=frozenset({'bangalore', 'female', '2', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.17857142857142858, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.17857142857142858, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', '2'}), confidence=0.09090909090909091, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', '2'}), confidence=0.09090909090909091, lift=3.2467532467532467)])
RelationRecord(items=frozenset({'bangalore', 'male', '2', 'a', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.21428571428571427, lift=3.018108651911469), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.21428571428571427, lift=3.018108651911469), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '2'}), confidence=0.047619047619047616, lift=3.663003663003663), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '2', 'debit_card'}), confidence=0.0335195530726257, lift=3.047232097511427), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '2'}), confidence=0.047619047619047616, lift=3.663003663003663), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '2', 'debit_card'}), confidence=0.0335195530726257, lift=3.047232097511427), OrderedStatistic(items_base=frozenset({'a', '2', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5454545454545455, lift=3.0472320975114275), OrderedStatistic(items_base=frozenset({'a', 'male', '2'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.46153846153846156, lift=3.6630036630036633), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.5454545454545455, lift=3.0472320975114275), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '2'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.46153846153846156, lift=3.6630036630036633), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '2'}), confidence=0.08450704225352114, lift=3.018108651911469), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '2'}), confidence=0.08450704225352114, lift=3.018108651911469)])
RelationRecord(items=frozenset({'bangalore', '2', 'member', 'a', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.21428571428571427, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.21428571428571427, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '2', 'member'}), confidence=0.047619047619047616, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '2', 'debit_card'}), confidence=0.03592814371257485, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '2', 'member'}), confidence=0.047619047619047616, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '2', 'debit_card'}), confidence=0.03592814371257485, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'a', '2', 'debit_card'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5454545454545455, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'a', '2', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.5454545454545455, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '2'}), confidence=0.0967741935483871, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', '2'}), confidence=0.0967741935483871, lift=3.456221198156682)])
RelationRecord(items=frozenset({'bangalore', '2', 'a', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '2', 'normal'}), confidence=0.03968253968253968, lift=3.0525030525030523), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '2', 'normal'}), confidence=0.03968253968253968, lift=3.0525030525030523), OrderedStatistic(items_base=frozenset({'a', '2', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.38461538461538464, lift=3.0525030525030528), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38461538461538464, lift=3.0525030525030528)])
RelationRecord(items=frozenset({'bangalore', 'female', '2', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.2857142857142857, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.2857142857142857, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '2', 'member'}), confidence=0.049689440993788817, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', '2'}), confidence=0.04790419161676646, lift=3.193612774451098), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '2', 'member'}), confidence=0.049689440993788817, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', '2'}), confidence=0.04790419161676646, lift=3.193612774451098), OrderedStatistic(items_base=frozenset({'a', 'female', '2'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5333333333333333, lift=3.1936127744510974), OrderedStatistic(items_base=frozenset({'a', '2', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5333333333333333, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '2'}), items_add=frozenset({'a', 'member'}), confidence=0.5333333333333333, lift=3.1936127744510974), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5333333333333333, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', '2'}), confidence=0.1, lift=3.5714285714285716), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', '2'}), confidence=0.1, lift=3.5714285714285716)])
RelationRecord(items=frozenset({'bangalore', 'female', '2', 'a', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '2', 'normal'}), confidence=0.043478260869565216, lift=3.3444816053511706), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '2', 'normal'}), confidence=0.043478260869565216, lift=3.3444816053511706), OrderedStatistic(items_base=frozenset({'a', '2', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5384615384615385, lift=3.344481605351171), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.5384615384615385, lift=3.344481605351171), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', '2'}), confidence=0.08641975308641975, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', '2'}), confidence=0.08641975308641975, lift=3.0864197530864197)])
RelationRecord(items=frozenset({'bangalore', '2', 'food_and_beverages', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '2'}), items_add=frozenset({'bangalore', 'food_and_beverages', 'member'}), confidence=0.17857142857142858, lift=6.157635467980295), OrderedStatistic(items_base=frozenset({'bangalore', '2'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.17857142857142858, lift=6.157635467980295), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', '2', 'member'}), confidence=0.08620689655172413, lift=5.747126436781609), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '2', 'food_and_beverages'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', '2', 'member'}), confidence=0.08620689655172413, lift=5.747126436781609), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '2', 'food_and_beverages'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'a', '2', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'a', '2', 'member'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.33333333333333337, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'food_and_beverages'}), items_add=frozenset({'a', 'member'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'bangalore', '2', 'member'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.33333333333333337, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', '2'}), confidence=0.17241379310344826, lift=6.1576354679802945), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'a', '2'}), confidence=0.17241379310344826, lift=6.1576354679802945)])
RelationRecord(items=frozenset({'bangalore', 'male', '2', 'member', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', '2'}), confidence=0.041916167664670656, lift=3.2243205895900506), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', '2'}), confidence=0.041916167664670656, lift=3.2243205895900506), OrderedStatistic(items_base=frozenset({'a', 'male', '2'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5384615384615385, lift=3.224320589590051), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '2'}), items_add=frozenset({'a', 'member'}), confidence=0.5384615384615385, lift=3.224320589590051)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', '2', 'b'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '2', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '2'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '2', 'mangalore'}), confidence=0.045871559633027525, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '2', 'mangalore'}), confidence=0.030864197530864196, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '2'}), confidence=0.045871559633027525, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '2'}), confidence=0.030864197530864196, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '2'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', '2'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.33333333333333337, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', '2', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.33333333333333337, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'b', 'female', 'credit_card', '2'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'credit_card', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', '2', 'male', 'b'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '2', 'male', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '2', 'male'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.09999999999999999, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.09999999999999999, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '2', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', '2', 'b', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '2', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '2', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.21212121212121213, lift=4.611330698287221), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.21212121212121213, lift=4.611330698287221), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'credit_card', '2', 'mangalore'}), confidence=0.041916167664670656, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '2'}), confidence=0.041916167664670656, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '2'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.7, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.7, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.15217391304347827, lift=4.61133069828722), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.15217391304347827, lift=4.61133069828722), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '2', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '2', 'b', 'fashion_accessories', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '2', 'debit_card', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'debit_card', 'fashion_accessories'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), confidence=0.15151515151515152, lift=7.215007215007215), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'fashion_accessories'}), confidence=0.15151515151515152, lift=7.215007215007215), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'fashion_accessories', '2', 'mangalore'}), confidence=0.04424778761061947, lift=3.687315634218289), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'2', 'debit_card', 'mangalore'}), confidence=0.08064516129032258, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '2', 'fashion_accessories'}), confidence=0.04424778761061947, lift=3.687315634218289), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '2', 'debit_card'}), confidence=0.08064516129032258, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.3125, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'b', '2', 'fashion_accessories'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4166666666666667, lift=3.6873156342182893), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.3125, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4166666666666667, lift=3.6873156342182893), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.23809523809523808, lift=7.215007215007215), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.23809523809523808, lift=7.215007215007215), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', '2', 'b', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'female', '2', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', '2'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.18181818181818182, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.18181818181818182, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '2', 'mangalore'}), confidence=0.05309734513274336, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '2'}), confidence=0.05309734513274336, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'b', 'female', '2'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'female', '2', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.12, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.12, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'b', 'female', '2', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '2', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '2', 'b', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '2', 'debit_card', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '2', 'debit_card'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.30303030303030304, lift=4.81000481000481), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.30303030303030304, lift=4.81000481000481), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '2', 'mangalore'}), confidence=0.08849557522123894, lift=4.916420845624386), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'2', 'debit_card', 'mangalore'}), confidence=0.058823529411764705, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '2'}), confidence=0.08849557522123894, lift=4.916420845624386), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '2', 'debit_card'}), confidence=0.058823529411764705, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'male', '2'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5555555555555556, lift=4.916420845624385), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', '2', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5555555555555556, lift=4.916420845624385), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.15873015873015872, lift=4.810004810004809), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.15873015873015872, lift=4.810004810004809), OrderedStatistic(items_base=frozenset({'b', 'male', '2', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '2', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '2', 'b', 'debit_card', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'2', 'debit_card', 'normal', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'debit_card', 'normal'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.36363636363636365, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.36363636363636365, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'2', 'normal', 'mangalore'}), confidence=0.10619469026548672, lift=4.8270313757039425), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'2', 'debit_card', 'mangalore'}), confidence=0.0718562874251497, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '2', 'normal'}), confidence=0.10619469026548672, lift=4.8270313757039425), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '2', 'debit_card'}), confidence=0.0718562874251497, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'b', '2', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5454545454545455, lift=4.8270313757039425), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5454545454545455, lift=4.8270313757039425), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.1875, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.1875, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', '2', 'b', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'female', '2', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'fashion_accessories', '2'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.15151515151515152, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'female', 'fashion_accessories'}), confidence=0.15151515151515152, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'female', '2', 'mangalore'}), confidence=0.08064516129032258, lift=5.376344086021505), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'female', '2'}), confidence=0.08064516129032258, lift=5.376344086021505), OrderedStatistic(items_base=frozenset({'b', 'female', '2'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.33333333333333337, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'female', '2', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.33333333333333337, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'b', 'female', 'fashion_accessories'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.15151515151515152, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.15151515151515152, lift=4.591368227731864), OrderedStatistic(items_base=frozenset({'b', 'female', '2', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '2', 'b', 'fashion_accessories'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'male', '2', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '2', 'fashion_accessories'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'fashion_accessories', 'male', 'mangalore'}), confidence=0.21212121212121213, lift=7.3145245559038665), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'male', 'fashion_accessories'}), confidence=0.21212121212121213, lift=7.3145245559038665), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'male', '2', 'mangalore'}), confidence=0.11290322580645161, lift=6.272401433691757), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'fashion_accessories', '2', 'mangalore'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'male', '2'}), confidence=0.11290322580645161, lift=6.272401433691757), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '2', 'fashion_accessories'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', '2', 'fashion_accessories'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'male', '2'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.38888888888888895, lift=6.2724014336917575), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'male', '2', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.38888888888888895, lift=6.2724014336917575), OrderedStatistic(items_base=frozenset({'b', 'male', 'fashion_accessories'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.24137931034482757, lift=7.314524555903866), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.24137931034482757, lift=7.314524555903866), OrderedStatistic(items_base=frozenset({'b', 'male', '2', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', '2', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '2', 'b', 'fashion_accessories', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '2', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '2', 'normal', 'fashion_accessories'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'fashion_accessories', 'normal', 'mangalore'}), confidence=0.24242424242424243, lift=8.080808080808081), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'normal', 'fashion_accessories'}), confidence=0.24242424242424243, lift=8.080808080808081), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'2', 'normal', 'mangalore'}), confidence=0.12903225806451613, lift=5.865102639296188), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'fashion_accessories', '2', 'mangalore'}), confidence=0.04790419161676646, lift=3.992015968063872), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '2', 'normal'}), confidence=0.12903225806451613, lift=5.865102639296188), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '2', 'fashion_accessories'}), confidence=0.04790419161676646, lift=3.992015968063872), OrderedStatistic(items_base=frozenset({'b', '2', 'fashion_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'b', '2', 'normal'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.36363636363636365, lift=5.865102639296188), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.36363636363636365, lift=5.865102639296188), OrderedStatistic(items_base=frozenset({'b', 'normal', 'fashion_accessories'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.26666666666666666, lift=8.08080808080808), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.26666666666666666, lift=8.08080808080808), OrderedStatistic(items_base=frozenset({'b', '2', 'normal', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '2', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', '2', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '2', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'member', '2'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '2', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '2', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', '2', 'b', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '2', 'normal', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'normal', '2'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.30303030303030304, lift=3.9354584809130264), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.30303030303030304, lift=3.9354584809130264), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'female', '2', 'mangalore'}), confidence=0.059880239520958084, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'female', '2'}), confidence=0.059880239520958084, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'female', '2'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'female', '2', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.12987012987012989, lift=3.935458480913027), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.12987012987012989, lift=3.935458480913027), OrderedStatistic(items_base=frozenset({'b', 'female', '2', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '2', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '2', 'b', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '2', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '2', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'2', 'member', 'mangalore'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '2', 'member'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'b', '2', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'2', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'b', 'male', '2', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '2', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '2', 'b', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '2', 'normal', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '2', 'normal'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.36363636363636365, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.36363636363636365, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'2', 'normal', 'mangalore'}), confidence=0.07058823529411765, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '2', 'mangalore'}), confidence=0.0718562874251497, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '2', 'normal'}), confidence=0.07058823529411765, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '2'}), confidence=0.0718562874251497, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'male', '2'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', '2', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'male', '2', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.13333333333333333, lift=4.04040404040404), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.13333333333333333, lift=4.04040404040404), OrderedStatistic(items_base=frozenset({'b', 'male', '2', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '2', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'female', '2', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore', '2'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', '2'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '2', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', '2', 'c', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'cash', '2'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.22222222222222224, lift=3.0441400304414006), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'cash', '2'}), confidence=0.08219178082191782, lift=3.0441400304414006)])
RelationRecord(items=frozenset({'cash', 'male', '2', 'c', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', '2', 'mysore'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', '2', 'c'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.26666666666666666, lift=4.597701149425287), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.26666666666666666, lift=4.597701149425287), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'male', '2'}), confidence=0.06451612903225806, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', '2', 'mysore'}), confidence=0.05333333333333334, lift=4.102564102564103), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', '2', 'c'}), confidence=0.06451612903225806, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', '2', 'c'}), confidence=0.05333333333333334, lift=4.102564102564103), OrderedStatistic(items_base=frozenset({'cash', '2', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6153846153846154, lift=4.102564102564103), OrderedStatistic(items_base=frozenset({'male', '2', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', '2', 'mysore'}), items_add=frozenset({'male', 'c'}), confidence=0.6153846153846154, lift=4.102564102564103), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2'}), items_add=frozenset({'cash', 'c'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.13793103448275862, lift=4.597701149425287), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'2', 'c'}), confidence=0.13793103448275862, lift=4.597701149425287), OrderedStatistic(items_base=frozenset({'cash', 'male', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', '2', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', '2', 'c', 'member', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '2', 'mysore', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '2', 'c', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.26666666666666666, lift=4.519774011299435), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.26666666666666666, lift=4.519774011299435), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '2', 'member'}), confidence=0.06451612903225806, lift=3.7950664136622385), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', '2', 'mysore'}), confidence=0.047337278106508875, lift=3.6413290851160673), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'2', 'c', 'member'}), confidence=0.06451612903225806, lift=3.7950664136622385), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', '2', 'c'}), confidence=0.047337278106508875, lift=3.6413290851160673), OrderedStatistic(items_base=frozenset({'cash', '2', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6153846153846154, lift=3.6413290851160673), OrderedStatistic(items_base=frozenset({'2', 'c', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.47058823529411764, lift=3.795066413662239), OrderedStatistic(items_base=frozenset({'cash', '2', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.6153846153846154, lift=3.6413290851160673), OrderedStatistic(items_base=frozenset({'mysore', '2', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.47058823529411764, lift=3.795066413662239), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', '2'}), confidence=0.13559322033898305, lift=4.519774011299435), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'2', 'c'}), confidence=0.13559322033898305, lift=4.519774011299435), OrderedStatistic(items_base=frozenset({'cash', '2', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '2', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', '2', 'c', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '2', 'normal', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '2', 'c', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '2', 'normal'}), confidence=0.04032258064516129, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'2', 'c', 'normal'}), confidence=0.04032258064516129, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'2', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.38461538461538464, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'mysore', '2', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.38461538461538464, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'cash', '2', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '2', 'normal', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', '2', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '2'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', '2'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', '2'}), confidence=0.061224489795918366, lift=4.373177842565598), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'credit_card', '2'}), confidence=0.033707865168539325, lift=3.7453183520599254), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', 'c', '2'}), confidence=0.061224489795918366, lift=4.373177842565598), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', '2', 'c'}), confidence=0.033707865168539325, lift=3.7453183520599254), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6666666666666667, lift=3.745318352059926), OrderedStatistic(items_base=frozenset({'female', '2', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.42857142857142855, lift=4.373177842565597), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '2'}), items_add=frozenset({'female', 'c'}), confidence=0.6666666666666667, lift=3.745318352059926), OrderedStatistic(items_base=frozenset({'mysore', 'female', '2'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.42857142857142855, lift=4.373177842565597), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'2', 'c'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'female', 'credit_card', '2', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'credit_card', '2'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', '2', 'c', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', '2', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '2', 'c', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.23333333333333334, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.23333333333333334, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '2', 'member'}), confidence=0.07142857142857142, lift=4.201680672268907), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'credit_card', '2'}), confidence=0.04142011834319526, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'2', 'c', 'member'}), confidence=0.07142857142857142, lift=4.201680672268907), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', '2', 'c'}), confidence=0.04142011834319526, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7777777777777779, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'2', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.4117647058823529, lift=4.201680672268907), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '2'}), items_add=frozenset({'c', 'member'}), confidence=0.7777777777777779, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'mysore', '2', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.4117647058823529, lift=4.201680672268907), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', '2'}), confidence=0.11666666666666667, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'2', 'c'}), confidence=0.11666666666666667, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'credit_card', '2', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '2', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '2', 'c', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'male', '2', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '2', 'debit_card', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '2', 'debit_card'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'2', 'debit_card', 'c'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', '2', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '2'}), confidence=0.09803921568627452, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'2', 'c'}), confidence=0.09803921568627452, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'male', '2', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'2', 'c', 'mysore', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '2', 'debit_card', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'2', 'debit_card', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.2, lift=3.5714285714285716), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.2, lift=3.5714285714285716), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '2', 'normal'}), confidence=0.05660377358490566, lift=4.354136429608128), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '2', 'debit_card'}), confidence=0.03773584905660377, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'2', 'c', 'normal'}), confidence=0.05660377358490566, lift=4.354136429608128), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'2', 'debit_card', 'c'}), confidence=0.03773584905660377, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.75, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'2', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.46153846153846156, lift=4.354136429608128), OrderedStatistic(items_base=frozenset({'mysore', '2', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.75, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', '2', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.46153846153846156, lift=4.354136429608128), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '2'}), confidence=0.10714285714285714, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'2', 'c'}), confidence=0.10714285714285714, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '2', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', '2', 'c', 'member', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'member', '2'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'member', '2'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', '2'}), confidence=0.047337278106508875, lift=3.3812341504649197), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', 'c', '2'}), confidence=0.047337278106508875, lift=3.3812341504649197), OrderedStatistic(items_base=frozenset({'female', '2', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5714285714285714, lift=3.3812341504649193), OrderedStatistic(items_base=frozenset({'mysore', 'female', '2'}), items_add=frozenset({'c', 'member'}), confidence=0.5714285714285714, lift=3.3812341504649193), OrderedStatistic(items_base=frozenset({'female', '2', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '2', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', '2', 'c', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'normal', '2'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'normal', '2'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', '2', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '2', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '2', 'c', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'male', '2', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '2', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.3, lift=4.109589041095891), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.3, lift=4.109589041095891), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '2', 'member'}), confidence=0.06, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'male', '2'}), confidence=0.05325443786982248, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'2', 'c', 'member'}), confidence=0.06, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'male', '2', 'c'}), confidence=0.05325443786982248, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'male', '2', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5625, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'2', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5294117647058822, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2'}), items_add=frozenset({'c', 'member'}), confidence=0.5625, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'mysore', '2', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5294117647058822, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', '2'}), confidence=0.1232876712328767, lift=4.10958904109589), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'2', 'c'}), confidence=0.1232876712328767, lift=4.10958904109589), OrderedStatistic(items_base=frozenset({'male', '2', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '2', 'c', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'male', '2', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '2', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.23333333333333334, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.23333333333333334, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '2', 'normal'}), confidence=0.04666666666666667, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'2', 'c', 'normal'}), confidence=0.04666666666666667, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'2', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5384615384615385, lift=3.5897435897435903), OrderedStatistic(items_base=frozenset({'mysore', '2', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.5384615384615385, lift=3.5897435897435903), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '2'}), confidence=0.09090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'2', 'c'}), confidence=0.09090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'male', '2', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', '2', 'member', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'cash', '2'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.22222222222222224, lift=3.0441400304414006), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'cash', '2'}), confidence=0.08219178082191782, lift=3.0441400304414006)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'a', '3'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.23529411764705882, lift=3.988035892323031), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.23529411764705882, lift=3.988035892323031), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', '3'}), confidence=0.07272727272727272, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', '3'}), confidence=0.049689440993788817, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', '3'}), confidence=0.07272727272727272, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', '3'}), confidence=0.049689440993788817, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'a', 'cash', '3'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.7272727272727273, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'a', 'female', '3'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5714285714285714, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '3'}), items_add=frozenset({'a', 'female'}), confidence=0.7272727272727273, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '3'}), items_add=frozenset({'cash', 'a'}), confidence=0.5714285714285714, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', '3'}), confidence=0.13559322033898305, lift=3.9880358923230306), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', '3'}), confidence=0.13559322033898305, lift=3.9880358923230306)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'a', '3', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.20588235294117646, lift=3.812636165577342), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.20588235294117646, lift=3.812636165577342), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '3', 'normal'}), confidence=0.06363636363636364, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', '3'}), confidence=0.04046242774566474, lift=3.6784025223331582), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '3', 'normal'}), confidence=0.06363636363636364, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'a', '3'}), confidence=0.04046242774566474, lift=3.6784025223331582), OrderedStatistic(items_base=frozenset({'a', 'cash', '3'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6363636363636365, lift=3.678402522333159), OrderedStatistic(items_base=frozenset({'a', '3', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.35, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '3'}), items_add=frozenset({'a', 'normal'}), confidence=0.6363636363636365, lift=3.678402522333159), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.35, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', '3'}), confidence=0.12962962962962962, lift=3.8126361655773415), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', '3'}), confidence=0.12962962962962962, lift=3.8126361655773415)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', 'a', '3'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'credit_card', 'male'}), confidence=0.2647058823529411, lift=4.643962848297212), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'credit_card', 'male'}), confidence=0.2647058823529411, lift=4.643962848297212), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '3'}), confidence=0.08653846153846154, lift=4.326923076923077), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '3'}), confidence=0.05027932960893854, lift=4.57084814626714), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', '3'}), confidence=0.08653846153846154, lift=4.326923076923077), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', '3'}), confidence=0.05027932960893854, lift=4.57084814626714), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '3'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.8181818181818181, lift=4.57084814626714), OrderedStatistic(items_base=frozenset({'a', 'male', '3'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.44999999999999996, lift=4.326923076923077), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '3'}), items_add=frozenset({'a', 'male'}), confidence=0.8181818181818181, lift=4.57084814626714), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '3'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.44999999999999996, lift=4.326923076923077), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male'}), items_add=frozenset({'bangalore', '3'}), confidence=0.15789473684210525, lift=4.643962848297213), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male'}), items_add=frozenset({'a', '3'}), confidence=0.15789473684210525, lift=4.643962848297213)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'a', '3', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.20588235294117646, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.20588235294117646, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '3', 'normal'}), confidence=0.06730769230769232, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', '3'}), confidence=0.04046242774566474, lift=3.6784025223331582), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '3', 'normal'}), confidence=0.06730769230769232, lift=3.365384615384616), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', '3'}), confidence=0.04046242774566474, lift=3.6784025223331582), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '3'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6363636363636365, lift=3.678402522333159), OrderedStatistic(items_base=frozenset({'a', '3', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35, lift=3.3653846153846154), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '3'}), items_add=frozenset({'a', 'normal'}), confidence=0.6363636363636365, lift=3.678402522333159), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35, lift=3.3653846153846154), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', '3'}), confidence=0.1272727272727273, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', '3'}), confidence=0.1272727272727273, lift=3.7433155080213907)])
RelationRecord(items=frozenset({'bangalore', 'male', 'a', '3', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.23529411764705882, lift=3.3140016570008286), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.23529411764705882, lift=3.3140016570008286), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '3'}), confidence=0.06349206349206349, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '3', 'debit_card'}), confidence=0.0446927374301676, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '3'}), confidence=0.06349206349206349, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '3', 'debit_card'}), confidence=0.0446927374301676, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'a', '3', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6666666666666666, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'a', 'male', '3'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.6666666666666666, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '3'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '3'}), confidence=0.11267605633802819, lift=3.3140016570008286), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '3'}), confidence=0.11267605633802819, lift=3.3140016570008286)])
RelationRecord(items=frozenset({'bangalore', 'member', 'a', '3', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '3', 'member'}), confidence=0.047619047619047616, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '3', 'member'}), confidence=0.047619047619047616, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'a', '3', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.42857142857142855, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.42857142857142855, lift=3.401360544217687)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'member', 'a', '3'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'member'}), confidence=0.14705882352941177, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'electronic_accessories', 'member'}), confidence=0.14705882352941177, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '3', 'member'}), confidence=0.08333333333333334, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '3', 'electronic_accessories'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '3', 'member'}), confidence=0.08333333333333334, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '3', 'electronic_accessories'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'a', '3', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'a', '3', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.35714285714285715, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.35714285714285715, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'member'}), items_add=frozenset({'bangalore', '3'}), confidence=0.16129032258064516, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'a', '3'}), confidence=0.16129032258064516, lift=4.743833017077798)])
RelationRecord(items=frozenset({'bangalore', 'female', 'member', 'a', '3'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '3', 'member'}), confidence=0.049689440993788817, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', '3'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '3', 'member'}), confidence=0.049689440993788817, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', '3'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', 'female', '3'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', '3', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5714285714285714, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '3'}), items_add=frozenset({'a', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5714285714285714, lift=3.54924578527063)])
RelationRecord(items=frozenset({'bangalore', 'food_and_beverages', 'a', '3', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.20588235294117646, lift=7.0993914807302225), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.20588235294117646, lift=7.0993914807302225), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', '3', 'normal'}), confidence=0.12068965517241378, lift=6.0344827586206895), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '3', 'food_and_beverages'}), confidence=0.04046242774566474, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', '3', 'normal'}), confidence=0.12068965517241378, lift=6.0344827586206895), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '3', 'food_and_beverages'}), confidence=0.04046242774566474, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'a', '3', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.875, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'a', '3', 'normal'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.35, lift=6.034482758620689), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'food_and_beverages'}), items_add=frozenset({'a', 'normal'}), confidence=0.875, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'normal'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.35, lift=6.034482758620689), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', '3'}), confidence=0.24137931034482757, lift=7.0993914807302225), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'food_and_beverages'}), items_add=frozenset({'a', '3'}), confidence=0.24137931034482757, lift=7.0993914807302225)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', '3'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '3', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '3'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.19444444444444448, lift=3.2956685499058387), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.19444444444444448, lift=3.2956685499058387), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '3', 'mangalore'}), confidence=0.06422018348623854, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '3', 'mangalore'}), confidence=0.043209876543209874, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.06422018348623854, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '3'}), confidence=0.043209876543209874, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4117647058823529, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4117647058823529, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.11864406779661017, lift=3.2956685499058382), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.11864406779661017, lift=3.2956685499058382), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', '3'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '3', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'food_and_beverages', '3'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '3', 'food_and_beverages', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '3', 'food_and_beverages'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), confidence=0.16666666666666669, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'credit_card', '3'}), items_add=frozenset({'b', 'food_and_beverages', 'mangalore'}), confidence=0.1764705882352941, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'food_and_beverages'}), confidence=0.16666666666666669, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'3', 'food_and_beverages', 'mangalore'}), confidence=0.05504587155963303, lift=5.0041701417848214), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', '3', 'mangalore'}), confidence=0.12, lift=8.571428571428571), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages'}), confidence=0.05504587155963303, lift=5.0041701417848214), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '3'}), confidence=0.12, lift=8.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.42857142857142855, lift=8.571428571428571), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5454545454545455, lift=5.0041701417848214), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.42857142857142855, lift=8.571428571428571), OrderedStatistic(items_base=frozenset({'3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5454545454545455, lift=5.0041701417848214), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.24, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'credit_card', '3'}), confidence=0.12, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.24, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', '3'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'credit_card', 'male', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', '3'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', '3', 'mangalore'}), confidence=0.06422018348623854, lift=3.3800096571704494), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '3'}), confidence=0.06422018348623854, lift=3.3800096571704494), OrderedStatistic(items_base=frozenset({'b', 'male', '3'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.368421052631579, lift=3.3800096571704494), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.368421052631579, lift=3.3800096571704494), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'member', '3'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '3', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '3', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'3', 'member', 'mangalore'}), confidence=0.05504587155963303, lift=3.237992444684296), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.05504587155963303, lift=3.237992444684296), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.3529411764705882, lift=3.2379924446842954), OrderedStatistic(items_base=frozenset({'3', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.3529411764705882, lift=3.2379924446842954), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', '3', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '3', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '3', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.22222222222222224, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.22222222222222224, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.07339449541284404, lift=3.8628681796233706), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'credit_card', '3', 'mangalore'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.07339449541284404, lift=3.8628681796233706), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '3'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4210526315789474, lift=3.8628681796233706), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4210526315789474, lift=3.8628681796233706), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.17391304347826086, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.17391304347826086, lift=4.830917874396135), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '3', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'female', '3', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '3', 'debit_card'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.19444444444444448, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '3', 'mangalore'}), confidence=0.061946902654867256, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.061946902654867256, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4117647058823529, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4117647058823529, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.13999999999999999, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'food_and_beverages', '3', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '3', 'food_and_beverages', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.1388888888888889, lift=8.169934640522875), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages'}), confidence=0.1388888888888889, lift=8.169934640522875), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'3', 'food_and_beverages', 'mangalore'}), confidence=0.04424778761061947, lift=4.022526146419952), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'debit_card', '3', 'mangalore'}), confidence=0.09999999999999999, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages'}), confidence=0.04424778761061947, lift=4.022526146419952), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3', 'debit_card'}), confidence=0.09999999999999999, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'b', '3', 'debit_card'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.29411764705882354, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4545454545454546, lift=4.022526146419952), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.29411764705882354, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4545454545454546, lift=4.022526146419952), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.29411764705882354, lift=8.169934640522877), OrderedStatistic(items_base=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.29411764705882354, lift=8.169934640522877), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'food_and_beverages', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3'}), confidence=0.29411764705882354, lift=3.2679738562091507)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '3', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'male', '3', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '3', 'debit_card'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.2777777777777778, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.2777777777777778, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '3', 'mangalore'}), confidence=0.08849557522123894, lift=4.657661853749418), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', '3', 'mangalore'}), confidence=0.058823529411764705, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '3'}), confidence=0.08849557522123894, lift=4.657661853749418), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '3', 'debit_card'}), confidence=0.058823529411764705, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'b', '3', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5882352941176471, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'b', 'male', '3'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5263157894736842, lift=4.657661853749417), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'male'}), confidence=0.5882352941176471, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5263157894736842, lift=4.657661853749417), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.15873015873015872, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.15873015873015872, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'b', 'male', '3', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'member', '3', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '3', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', '3', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.19444444444444448, lift=3.968253968253969), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.19444444444444448, lift=3.968253968253969), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'3', 'member', 'mangalore'}), confidence=0.061946902654867256, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.061946902654867256, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4117647058823529, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'3', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4117647058823529, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'b', '3', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'member', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', '3', 'normal', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '3', 'normal', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'normal', 'debit_card'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.2777777777777778, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.2777777777777778, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.08849557522123894, lift=4.657661853749418), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', '3', 'mangalore'}), confidence=0.059880239520958084, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.08849557522123894, lift=4.657661853749418), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '3', 'debit_card'}), confidence=0.059880239520958084, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'b', '3', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5882352941176471, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5263157894736842, lift=4.657661853749417), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'normal'}), confidence=0.5882352941176471, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5263157894736842, lift=4.657661853749417), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.15625, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.15625, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'b', '3', 'normal', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'normal', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', '3'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '3', 'food_and_beverages', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '3', 'food_and_beverages'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.19444444444444448, lift=6.704980842911878), OrderedStatistic(items_base=frozenset({'female', '3'}), items_add=frozenset({'b', 'food_and_beverages', 'mangalore'}), confidence=0.17073170731707316, lift=3.414634146341463), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'female', 'food_and_beverages'}), confidence=0.19444444444444448, lift=6.704980842911878), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'3', 'food_and_beverages', 'mangalore'}), confidence=0.043209876543209874, lift=3.9281705948372614), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', '3', 'mangalore'}), confidence=0.13999999999999999, lift=8.235294117647058), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages'}), confidence=0.043209876543209874, lift=3.9281705948372614), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.13999999999999999, lift=8.235294117647058), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.4117647058823529, lift=8.235294117647058), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6363636363636365, lift=3.928170594837262), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.4117647058823529, lift=8.235294117647058), OrderedStatistic(items_base=frozenset({'3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6363636363636365, lift=3.928170594837262), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.24137931034482757, lift=6.704980842911877), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'female', '3'}), confidence=0.13999999999999999, lift=3.414634146341463), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.24137931034482757, lift=6.704980842911877), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'female', 'b', 'food_and_beverages', 'member', '3'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'b', 'female', 'food_and_beverages', 'member'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'female', '3'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.12195121951219512, lift=4.205214465937763), OrderedStatistic(items_base=frozenset({'3', 'member'}), items_add=frozenset({'b', 'female', 'food_and_beverages'}), confidence=0.11363636363636365, lift=3.918495297805643), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', '3', 'member'}), confidence=0.09999999999999999, lift=4.166666666666666), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.05319148936170213, lift=3.1289111389236544), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.29411764705882354, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', '3', 'member'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.20833333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages'}), items_add=frozenset({'3', 'member'}), confidence=0.17241379310344826, lift=3.9184952978056424), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'female', '3'}), confidence=0.17241379310344826, lift=4.205214465937762), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'3'}), confidence=0.2777777777777778, lift=3.08641975308642)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'member', '3'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '3', 'member', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '3', 'member'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.2777777777777778, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.2777777777777778, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'3', 'member', 'mangalore'}), confidence=0.06172839506172839, lift=3.631082062454611), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '3', 'mangalore'}), confidence=0.06060606060606061, lift=3.5650623885918002), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.06172839506172839, lift=3.631082062454611), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.06060606060606061, lift=3.5650623885918002), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5882352941176471, lift=3.5650623885918002), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5882352941176471, lift=3.6310820624546114), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5882352941176471, lift=3.5650623885918002), OrderedStatistic(items_base=frozenset({'3', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5882352941176471, lift=3.6310820624546114), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.11764705882352941, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.11764705882352941, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '3', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '3', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '3', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '3', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '3', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'food_and_beverages', 'member', '3'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'b', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.08888888888888889, lift=3.0651340996168583), OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'member', '3', 'food_and_beverages', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.22222222222222224, lift=7.662835249042145), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.22222222222222224, lift=7.662835249042145), OrderedStatistic(items_base=frozenset({'3', 'member'}), items_add=frozenset({'b', 'food_and_beverages', 'mangalore'}), confidence=0.18181818181818182, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'3', 'member', 'mangalore'}), confidence=0.16, lift=9.411764705882353), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'3', 'food_and_beverages', 'mangalore'}), confidence=0.048484848484848485, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.16, lift=9.411764705882353), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages'}), confidence=0.048484848484848485, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7272727272727273, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.47058823529411764, lift=9.411764705882351), OrderedStatistic(items_base=frozenset({'3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7272727272727273, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'3', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.47058823529411764, lift=9.411764705882351), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3', 'member'}), confidence=0.16, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.27586206896551724, lift=7.662835249042146), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.27586206896551724, lift=7.662835249042146), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'member', '3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3'}), confidence=0.27586206896551724, lift=3.0651340996168583)])
RelationRecord(items=frozenset({'mangalore', 'b', 'home_and_lifestyle', '3', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'3', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal', '3'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'3', 'home_and_lifestyle', 'mangalore'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.09999999999999999, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', '3'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '3'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.2631578947368421, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '3', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.2631578947368421, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.17241379310344826, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.17241379310344826, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '3', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '3', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'member', '3'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '3', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '3', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '3', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '3', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '3', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '3', 'normal', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '3', 'normal'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.33333333333333337, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.33333333333333337, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.07058823529411765, lift=3.7151702786377707), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '3', 'mangalore'}), confidence=0.0718562874251497, lift=3.781909864481563), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.07058823529411765, lift=3.7151702786377707), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '3'}), confidence=0.0718562874251497, lift=3.781909864481563), OrderedStatistic(items_base=frozenset({'b', 'male', '3'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6315789473684211, lift=3.7819098644815634), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6315789473684211, lift=3.715170278637771), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6315789473684211, lift=3.7819098644815634), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6315789473684211, lift=3.715170278637771), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.13333333333333333, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.13333333333333333, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'b', 'male', '3', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '3', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'credit_card', 'female', 'c', 'mysore', '3'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '3'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', '3', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', '3'}), confidence=0.05102040816326531, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', '3'}), confidence=0.02808988764044944, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', '3', 'c'}), confidence=0.05102040816326531, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', '3', 'c'}), confidence=0.02808988764044944, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'female', '3', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.5, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '3'}), items_add=frozenset({'female', 'c'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'mysore', 'female', '3'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.5, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', '3'}), confidence=0.08771929824561403, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'3', 'c'}), confidence=0.08771929824561403, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '3', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '3'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'c', 'member', 'mysore', '3'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '3', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '3', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.25, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '3', 'member'}), confidence=0.05102040816326531, lift=3.9246467817896393), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', '3'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'3', 'c', 'member'}), confidence=0.05102040816326531, lift=3.9246467817896393), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', '3', 'c'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'3', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.38461538461538464, lift=3.924646781789639), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '3'}), items_add=frozenset({'c', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'mysore', '3', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.38461538461538464, lift=3.924646781789639), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', '3'}), confidence=0.08333333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'3', 'c'}), confidence=0.08333333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '3', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'c', 'member', 'mysore', '3', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', '3', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', '3', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.25, lift=5.0), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.25, lift=5.0), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '3', 'member'}), confidence=0.04716981132075472, lift=3.62844702467344), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '3', 'debit_card'}), confidence=0.029585798816568046, lift=5.917159763313609), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'3', 'c', 'member'}), confidence=0.04716981132075472, lift=3.62844702467344), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'3', 'c', 'debit_card'}), confidence=0.029585798816568046, lift=5.917159763313609), OrderedStatistic(items_base=frozenset({'3', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'member'}), confidence=1.0, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'3', 'c', 'member'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.38461538461538464, lift=3.62844702467344), OrderedStatistic(items_base=frozenset({'mysore', '3', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=1.0, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'mysore', '3', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.38461538461538464, lift=3.62844702467344), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '3'}), confidence=0.09999999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'3', 'c'}), confidence=0.09999999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'3', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '3', 'member', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'member', 'mysore', '3'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '3', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '3', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.3, lift=3.125), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.3, lift=3.125), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', '3'}), confidence=0.03550295857988166, lift=3.5502958579881656), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', '3', 'c'}), confidence=0.03550295857988166, lift=3.5502958579881656), OrderedStatistic(items_base=frozenset({'female', '3', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6, lift=3.550295857988165), OrderedStatistic(items_base=frozenset({'mysore', 'female', '3'}), items_add=frozenset({'c', 'member'}), confidence=0.6, lift=3.550295857988165), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', '3'}), confidence=0.0625, lift=3.125), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'3', 'c'}), confidence=0.0625, lift=3.125), OrderedStatistic(items_base=frozenset({'female', '3', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '3', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'member', 'mysore', '3'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '3', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '3', 'c', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'3', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.35, lift=4.794520547945205), OrderedStatistic(items_base=frozenset({'mysore', '3'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.35, lift=4.794520547945205), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '3', 'member'}), confidence=0.04666666666666667, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'male', 'mysore', '3'}), confidence=0.04142011834319526, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'3', 'c', 'member'}), confidence=0.04666666666666667, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'male', '3', 'c'}), confidence=0.04142011834319526, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'male', '3', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'3', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5384615384615385, lift=3.5897435897435903), OrderedStatistic(items_base=frozenset({'male', 'mysore', '3'}), items_add=frozenset({'c', 'member'}), confidence=0.7, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'mysore', '3', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5384615384615385, lift=3.5897435897435903), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', '3'}), confidence=0.09589041095890412, lift=4.794520547945206), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'3', 'c'}), confidence=0.09589041095890412, lift=4.794520547945206), OrderedStatistic(items_base=frozenset({'male', '3', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '3', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mangalore', 'female', 'food_and_beverages', 'member', '3'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'female', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'female', '3'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.12195121951219512, lift=4.205214465937763), OrderedStatistic(items_base=frozenset({'3', 'member'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.11363636363636365, lift=3.918495297805643), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'3', 'member', 'mangalore'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'female', '3', 'member'}), confidence=0.09999999999999999, lift=4.166666666666666), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'female', '3', 'mangalore'}), confidence=0.05319148936170213, lift=3.1289111389236544), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.29411764705882354, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'female', '3', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.20833333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'3', 'member', 'mangalore'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3', 'member'}), confidence=0.17241379310344826, lift=3.9184952978056424), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'female', '3'}), confidence=0.17241379310344826, lift=4.205214465937762), OrderedStatistic(items_base=frozenset({'female', 'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'3'}), confidence=0.2777777777777778, lift=3.08641975308642)])
RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'female', 'a'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.2702702702702703, lift=4.580852038479158), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.2702702702702703, lift=4.580852038479158), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', '4'}), confidence=0.09090909090909091, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', '4'}), confidence=0.062111801242236024, lift=3.653635367190354), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', '4'}), confidence=0.09090909090909091, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', '4'}), confidence=0.062111801242236024, lift=3.653635367190354), OrderedStatistic(items_base=frozenset({'a', 'cash', '4'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5882352941176471, lift=3.6536353671903545), OrderedStatistic(items_base=frozenset({'a', 'female', '4'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5263157894736842, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '4'}), items_add=frozenset({'a', 'female'}), confidence=0.5882352941176471, lift=3.6536353671903545), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '4'}), items_add=frozenset({'cash', 'a'}), confidence=0.5263157894736842, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', '4'}), confidence=0.16949152542372883, lift=4.580852038479158), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', '4'}), confidence=0.16949152542372883, lift=4.580852038479158)])
RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'home_and_lifestyle', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=6.756756756756757), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=6.756756756756757), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '4', 'home_and_lifestyle'}), confidence=0.05454545454545455, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore', '4'}), confidence=0.09230769230769231, lift=5.429864253393665), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'home_and_lifestyle', '4'}), confidence=0.05454545454545455, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a', '4'}), confidence=0.09230769230769231, lift=5.429864253393665), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle'}), items_add=frozenset({'a', 'bangalore', '4'}), confidence=0.11764705882352942, lift=3.1796502384737684), OrderedStatistic(items_base=frozenset({'a', 'bangalore', '4'}), items_add=frozenset({'cash', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=3.1796502384737684), OrderedStatistic(items_base=frozenset({'a', 'cash', '4'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.3529411764705882, lift=5.4298642533936645), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '4'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.6666666666666667, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '4'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.3529411764705882, lift=5.4298642533936645), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a'}), confidence=0.6666666666666667, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'a', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4'}), confidence=0.25, lift=6.756756756756757), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '4'}), confidence=0.25, lift=6.756756756756757)])
RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'male', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.1891891891891892, lift=3.709591944886063), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.1891891891891892, lift=3.709591944886063), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.06363636363636364, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.06363636363636364, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'cash', 'a'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '4'}), confidence=0.13725490196078433, lift=3.7095919448860633), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '4'}), confidence=0.13725490196078433, lift=3.7095919448860633)])
RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'member', 'a'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.2702702702702703, lift=4.826254826254827), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.2702702702702703, lift=4.826254826254827), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.09090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', '4'}), confidence=0.059880239520958084, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.09090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', '4'}), confidence=0.059880239520958084, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'a', 'cash', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5882352941176471, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '4'}), items_add=frozenset({'a', 'member'}), confidence=0.5882352941176471, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.17857142857142858, lift=4.826254826254827), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.17857142857142858, lift=4.826254826254827)])
RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'a', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.1891891891891892, lift=3.5035035035035036), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.1891891891891892, lift=3.5035035035035036), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '4', 'normal'}), confidence=0.06363636363636364, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '4', 'normal'}), confidence=0.06363636363636364, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'a', '4', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', '4'}), confidence=0.12962962962962962, lift=3.5035035035035036), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', '4'}), confidence=0.12962962962962962, lift=3.5035035035035036)])
RelationRecord(items=frozenset({'bangalore', '4', 'credit_card', 'male', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'credit_card', 'male'}), confidence=0.1891891891891892, lift=3.319108582266477), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'credit_card', 'male'}), confidence=0.1891891891891892, lift=3.319108582266477), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.06730769230769232, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '4'}), confidence=0.03910614525139665, lift=3.5551041137633317), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.06730769230769232, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', '4'}), confidence=0.03910614525139665, lift=3.5551041137633317), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '4'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6363636363636365, lift=3.5551041137633326), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.38888888888888895, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '4'}), items_add=frozenset({'a', 'male'}), confidence=0.6363636363636365, lift=3.5551041137633326), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.38888888888888895, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male'}), items_add=frozenset({'bangalore', '4'}), confidence=0.12280701754385964, lift=3.319108582266477), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male'}), items_add=frozenset({'a', '4'}), confidence=0.12280701754385964, lift=3.319108582266477)])
RelationRecord(items=frozenset({'bangalore', '4', 'credit_card', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.21621621621621623, lift=4.4125758411472695), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.21621621621621623, lift=4.4125758411472695), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.07692307692307693, lift=3.8461538461538463), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'credit_card', '4'}), confidence=0.04790419161676646, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.07692307692307693, lift=3.8461538461538463), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'credit_card', '4'}), confidence=0.04790419161676646, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7272727272727273, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.4, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '4'}), items_add=frozenset({'a', 'member'}), confidence=0.7272727272727273, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.4, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.16326530612244897, lift=4.4125758411472695), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.16326530612244897, lift=4.4125758411472695)])
RelationRecord(items=frozenset({'bangalore', '4', 'female', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '4', 'debit_card'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '4', 'debit_card'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', '4', 'debit_card'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'debit_card'}), items_add=frozenset({'a', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668)])
RelationRecord(items=frozenset({'bangalore', '4', 'a', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '4', 'normal'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '4', 'debit_card'}), confidence=0.04046242774566474, lift=4.49582530507386), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '4', 'normal'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '4', 'debit_card'}), confidence=0.04046242774566474, lift=4.49582530507386), OrderedStatistic(items_base=frozenset({'a', '4', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.7777777777777779, lift=4.495825305073861), OrderedStatistic(items_base=frozenset({'a', '4', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4117647058823529, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.7777777777777779, lift=4.495825305073861), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4117647058823529, lift=3.2679738562091503)])
RelationRecord(items=frozenset({'bangalore', '4', 'female', 'a', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.2972972972972973, lift=3.670337003670337), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.2972972972972973, lift=3.670337003670337), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '4', 'normal'}), confidence=0.06832298136645962, lift=4.018998903909389), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', '4'}), confidence=0.06358381502890173, lift=3.346516580468512), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '4', 'normal'}), confidence=0.06832298136645962, lift=4.018998903909389), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '4'}), confidence=0.06358381502890173, lift=3.346516580468512), OrderedStatistic(items_base=frozenset({'a', 'female', '4'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5789473684210527, lift=3.3465165804685126), OrderedStatistic(items_base=frozenset({'a', '4', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6470588235294117, lift=4.018998903909389), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '4'}), items_add=frozenset({'a', 'normal'}), confidence=0.5789473684210527, lift=3.3465165804685126), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.6470588235294117, lift=4.018998903909389), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', '4'}), confidence=0.13580246913580246, lift=3.670337003670337), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', '4'}), confidence=0.13580246913580246, lift=3.670337003670337)])
RelationRecord(items=frozenset({'bangalore', '4', 'male', 'home_and_lifestyle', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=4.914004914004914), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.16216216216216217, lift=4.914004914004914), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.09230769230769231, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '4', 'home_and_lifestyle'}), confidence=0.0335195530726257, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.09230769230769231, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'home_and_lifestyle', '4'}), confidence=0.0335195530726257, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '4'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6666666666666667, lift=3.7243947858473003), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.33333333333333337, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male'}), confidence=0.6666666666666667, lift=3.7243947858473003), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.33333333333333337, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4'}), confidence=0.18181818181818182, lift=4.914004914004915), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', '4'}), confidence=0.18181818181818182, lift=4.914004914004915)])
RelationRecord(items=frozenset({'bangalore', '4', 'home_and_lifestyle', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.16216216216216217, lift=4.769475357710652), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.16216216216216217, lift=4.769475357710652), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.09230769230769231, lift=4.615384615384616), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '4', 'home_and_lifestyle'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.09230769230769231, lift=4.615384615384616), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle', '4'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.1764705882352941, lift=4.769475357710651), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.1764705882352941, lift=4.769475357710651)])
RelationRecord(items=frozenset({'bangalore', '4', 'male', 'member', 'a'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.32432432432432434, lift=3.7278657968313147), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.32432432432432434, lift=3.7278657968313147), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.0670391061452514, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.0718562874251497, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.0670391061452514, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.0718562874251497, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'a', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.6, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.13793103448275865, lift=3.727865796831315), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.13793103448275865, lift=3.727865796831315)])
RelationRecord(items=frozenset({'bangalore', '4', 'member', 'a', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'member'}), confidence=0.13513513513513514, lift=4.659832246039143), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'sports_and_travel', 'member'}), confidence=0.13513513513513514, lift=4.659832246039143), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '4', 'sports_and_travel'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.08474576271186442, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '4', 'sports_and_travel'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.08474576271186442, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'a', '4', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'sports_and_travel'}), items_add=frozenset({'a', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.17241379310344826, lift=4.659832246039143), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.17241379310344826, lift=4.659832246039143)])
RelationRecord(items=frozenset({'4', 'male', 'home_and_lifestyle', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'male', 'home_and_lifestyle', 'member'}), confidence=0.13513513513513514, lift=3.753753753753754), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.060240963855421686, lift=3.346720214190094), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'home_and_lifestyle', 'member'}), confidence=0.2777777777777778, lift=3.3467202141900936), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'male', 'home_and_lifestyle'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.1388888888888889, lift=3.753753753753754)])
RelationRecord(items=frozenset({'4', 'mangalore', 'cash', 'female', 'b'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', '4', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', '4', 'b'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'cash', 'male', 'b'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', '4', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', '4', 'b'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.20512820512820512, lift=3.5987404408457038), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.20512820512820512, lift=3.5987404408457038), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '4', 'mangalore'}), confidence=0.07272727272727272, lift=3.827751196172249), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '4', 'mangalore'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '4'}), confidence=0.07272727272727272, lift=3.827751196172249), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '4', 'b'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'b', 'cash', '4'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4210526315789474, lift=3.8277511961722492), OrderedStatistic(items_base=frozenset({'cash', '4', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4210526315789474, lift=3.8277511961722492), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.14035087719298245, lift=3.5987404408457038), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.14035087719298245, lift=3.5987404408457038), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'cash', 'b', 'member'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '4', 'member', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '4', 'b', 'member'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.23076923076923075, lift=4.354136429608127), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.23076923076923075, lift=4.354136429608127), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'4', 'member', 'mangalore'}), confidence=0.08181818181818182, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', '4', 'mangalore'}), confidence=0.054545454545454536, lift=3.896103896103895), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '4', 'member'}), confidence=0.08181818181818182, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', '4', 'b'}), confidence=0.054545454545454536, lift=3.896103896103895), OrderedStatistic(items_base=frozenset({'b', 'cash', '4'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.6428571428571428, lift=3.8961038961038956), OrderedStatistic(items_base=frozenset({'b', '4', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.37499999999999994, lift=3.4090909090909087), OrderedStatistic(items_base=frozenset({'cash', '4', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.6428571428571428, lift=3.8961038961038956), OrderedStatistic(items_base=frozenset({'4', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.37499999999999994, lift=3.4090909090909087), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.16981132075471697, lift=4.354136429608127), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.16981132075471697, lift=4.354136429608127), OrderedStatistic(items_base=frozenset({'b', 'cash', '4', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '4', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'cash', 'b', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '4', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '4', 'b', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'4', 'normal', 'mangalore'}), confidence=0.045454545454545456, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '4', 'normal'}), confidence=0.045454545454545456, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', '4', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'4', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'cash', '4', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '4', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'credit_card', 'female', 'b'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '4', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '4'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '4', 'mangalore'}), confidence=0.030864197530864196, lift=3.4293552812071333), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '4'}), confidence=0.030864197530864196, lift=3.4293552812071333), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '4'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5555555555555556, lift=3.4293552812071333), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5555555555555556, lift=3.4293552812071333), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'credit_card', 'b', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '4', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '4', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '4', 'mangalore'}), confidence=0.04242424242424242, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '4'}), confidence=0.04242424242424242, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '4'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7777777777777779, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7777777777777779, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '4', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'female', 'b', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'female', '4', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '4', 'debit_card'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.23076923076923075, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.23076923076923075, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '4', 'mangalore'}), confidence=0.07964601769911503, lift=3.9823008849557513), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'debit_card', '4', 'mangalore'}), confidence=0.05555555555555555, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '4'}), confidence=0.07964601769911503, lift=3.9823008849557513), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '4', 'debit_card'}), confidence=0.05555555555555555, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'b', '4', 'debit_card'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'female', '4'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.44999999999999996, lift=3.9823008849557517), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'female'}), confidence=0.5625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.44999999999999996, lift=3.9823008849557517), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.17999999999999997, lift=4.615384615384614), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.17999999999999997, lift=4.615384615384614), OrderedStatistic(items_base=frozenset({'b', 'female', '4', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'male', 'b', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'male', '4', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '4', 'debit_card'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '4', 'mangalore'}), confidence=0.061946902654867256, lift=3.2603632976245924), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '4'}), confidence=0.061946902654867256, lift=3.2603632976245924), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.368421052631579, lift=3.260363297624593), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.368421052631579, lift=3.260363297624593), OrderedStatistic(items_base=frozenset({'b', 'male', '4', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'b', 'member', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '4', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', '4', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.20512820512820512, lift=4.1862899005756145), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.20512820512820512, lift=4.1862899005756145), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'debit_card', '4', 'mangalore'}), confidence=0.048484848484848485, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '4', 'debit_card'}), confidence=0.048484848484848485, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', '4', 'debit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.16326530612244897, lift=4.1862899005756145), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.16326530612244897, lift=4.1862899005756145), OrderedStatistic(items_base=frozenset({'b', '4', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'member', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'4', 'electronic_accessories', 'mangalore', 'female', 'b'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '4', 'electronic_accessories', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '4', 'electronic_accessories'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.15384615384615385, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.15384615384615385, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'female', '4', 'mangalore'}), confidence=0.1090909090909091, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'4', 'electronic_accessories', 'mangalore'}), confidence=0.037037037037037035, lift=4.629629629629629), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female', '4'}), confidence=0.1090909090909091, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '4', 'electronic_accessories'}), confidence=0.037037037037037035, lift=4.629629629629629), OrderedStatistic(items_base=frozenset({'b', '4', 'electronic_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.75, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'b', 'female', '4'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.3, lift=5.454545454545454), OrderedStatistic(items_base=frozenset({'4', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.75, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.3, lift=5.454545454545454), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.21428571428571427, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.21428571428571427, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'b', 'female', '4', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '4', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'4', 'mangalore', 'female', 'b', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '4', 'normal', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '4', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '4', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '4', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'male', 'b', 'home_and_lifestyle'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'male', '4', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'male', '4'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.15384615384615385, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle'}), confidence=0.15384615384615385, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'male', '4', 'mangalore'}), confidence=0.12, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'home_and_lifestyle', '4', 'mangalore'}), confidence=0.03529411764705882, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male', '4'}), confidence=0.12, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', '4'}), confidence=0.03529411764705882, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', '4'}), items_add=frozenset({'male', 'mangalore'}), confidence=1.0, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.31578947368421056, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', '4', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=1.0, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.31578947368421056, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.21428571428571427, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.21428571428571427, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'male', '4'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'male', '4', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'male', 'b', 'member'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '4', 'member', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '4', 'member'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.25641025641025644, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.25641025641025644, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'male', '4', 'mangalore'}), confidence=0.06060606060606061, lift=3.189792663476874), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'male', '4'}), confidence=0.06060606060606061, lift=3.189792663476874), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5263157894736842, lift=3.1897926634768736), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5263157894736842, lift=3.1897926634768736), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.125, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.125, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'b', 'male', '4', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '4', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'male', 'b', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '4', 'normal', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '4', 'normal'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'4', 'normal', 'mangalore'}), confidence=0.05294117647058823, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '4', 'normal'}), confidence=0.05294117647058823, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', '4', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'4', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', 'male', '4', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '4', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'bangalore', '4', 'male', 'home_and_lifestyle', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'male', 'home_and_lifestyle', 'member'}), confidence=0.13513513513513514, lift=3.753753753753754), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.060240963855421686, lift=3.346720214190094), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'home_and_lifestyle', 'member'}), confidence=0.2777777777777778, lift=3.3467202141900936), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'male', 'home_and_lifestyle'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.1388888888888889, lift=3.753753753753754)])
RelationRecord(items=frozenset({'4', 'cash', 'female', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', '4', 'mysore'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', '4', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', '4'}), confidence=0.04838709677419355, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', '4'}), confidence=0.033707865168539325, lift=3.7453183520599254), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.04838709677419355, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '4', 'c'}), confidence=0.033707865168539325, lift=3.7453183520599254), OrderedStatistic(items_base=frozenset({'cash', '4', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6666666666666667, lift=3.745318352059926), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.375, lift=3.024193548387097), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '4'}), items_add=frozenset({'female', 'c'}), confidence=0.6666666666666667, lift=3.745318352059926), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4'}), items_add=frozenset({'cash', 'c'}), confidence=0.375, lift=3.024193548387097), OrderedStatistic(items_base=frozenset({'cash', 'female', '4', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '4', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'cash', 'c', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '4', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '4', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'mysore', '4'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', '4', 'c'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'cash', '4', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '4'}), items_add=frozenset({'c', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'cash', '4', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '4', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'credit_card', 'male', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '4', 'male'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '4', 'c', 'male'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'male'}), confidence=0.18181818181818182, lift=4.434589800443459), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'credit_card', 'male', 'c'}), confidence=0.18181818181818182, lift=4.434589800443459), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'male', 'mysore', '4'}), confidence=0.061224489795918366, lift=3.601440576230492), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'credit_card', 'mysore', '4'}), confidence=0.04, lift=4.0), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'male', '4', 'c'}), confidence=0.061224489795918366, lift=3.601440576230492), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'credit_card', '4', 'c'}), confidence=0.04, lift=4.0), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', '4', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.3529411764705882, lift=3.6014405762304915), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '4'}), items_add=frozenset({'male', 'c'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.3529411764705882, lift=3.6014405762304915), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.14634146341463414, lift=4.434589800443458), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male'}), items_add=frozenset({'4', 'c'}), confidence=0.14634146341463414, lift=4.434589800443458), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'c', 'male'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '4', 'male'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'credit_card', 'c', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '4', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '4', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'normal'}), confidence=0.18181818181818182, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'credit_card', 'c', 'normal'}), confidence=0.18181818181818182, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '4', 'normal'}), confidence=0.061224489795918366, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore', '4'}), confidence=0.03773584905660377, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'4', 'c', 'normal'}), confidence=0.061224489795918366, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'credit_card', '4', 'c'}), confidence=0.03773584905660377, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'4', 'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.375, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '4'}), items_add=frozenset({'c', 'normal'}), confidence=0.6, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'mysore', '4', 'normal'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.375, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '4'}), confidence=0.15789473684210528, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal'}), items_add=frozenset({'4', 'c'}), confidence=0.15789473684210528, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'credit_card', '4', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '4', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'female', 'c', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '4', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '4', 'c', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.18181818181818182, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.18181818181818182, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'female', '4'}), confidence=0.05660377358490566, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.05660377358490566, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.375, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.375, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.1090909090909091, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'4', 'c'}), confidence=0.1090909090909091, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'male', 'c', 'mysore', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '4', 'debit_card'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '4', 'c', 'debit_card'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.24242424242424243, lift=4.753416518122401), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.24242424242424243, lift=4.753416518122401), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', '4'}), confidence=0.07547169811320754, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '4', 'debit_card'}), confidence=0.05333333333333334, lift=3.8095238095238098), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '4', 'c'}), confidence=0.07547169811320754, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'4', 'c', 'debit_card'}), confidence=0.05333333333333334, lift=3.8095238095238098), OrderedStatistic(items_base=frozenset({'4', 'c', 'debit_card'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5714285714285714, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'male', '4', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.47058823529411764, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'mysore', '4', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.5714285714285714, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.47058823529411764, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '4'}), confidence=0.15686274509803924, lift=4.753416518122401), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'4', 'c'}), confidence=0.15686274509803924, lift=4.753416518122401), OrderedStatistic(items_base=frozenset({'male', '4', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'c', 'member', 'mysore', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', '4', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', '4', 'c', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.24242424242424243, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.24242424242424243, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '4', 'member'}), confidence=0.07547169811320754, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '4', 'debit_card'}), confidence=0.047337278106508875, lift=3.3812341504649197), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.07547169811320754, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'4', 'c', 'debit_card'}), confidence=0.047337278106508875, lift=3.3812341504649197), OrderedStatistic(items_base=frozenset({'4', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5714285714285714, lift=3.3812341504649193), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.47058823529411764, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'mysore', '4', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.5714285714285714, lift=3.3812341504649193), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.47058823529411764, lift=4.439511653718091), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '4'}), confidence=0.16, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'4', 'c'}), confidence=0.16, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'4', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'c', 'mysore', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'normal', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'normal', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.18181818181818182, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.18181818181818182, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '4', 'normal'}), confidence=0.05660377358490566, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'4', 'c', 'normal'}), confidence=0.05660377358490566, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'4', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.375, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'mysore', '4', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.375, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '4'}), confidence=0.10714285714285714, lift=3.2467532467532463), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'4', 'c'}), confidence=0.10714285714285714, lift=3.2467532467532463), OrderedStatistic(items_base=frozenset({'4', 'c', 'normal', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'normal', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'female', 'c', 'food_and_beverages', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'female', '4', 'c', 'member'}), confidence=0.02873563218390805, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.05319148936170213, lift=3.324468085106383), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.3125, lift=3.324468085106383), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'member'}), items_add=frozenset({'food_and_beverages'}), confidence=0.625, lift=3.591954022988506)])
RelationRecord(items=frozenset({'4', 'female', 'c', 'food_and_beverages', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '4', 'food_and_beverages'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '4', 'c', 'food_and_beverages'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.18181818181818182, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.18181818181818182, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '4', 'food_and_beverages'}), confidence=0.033707865168539325, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '4'}), confidence=0.09090909090909091, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'4', 'c', 'food_and_beverages'}), confidence=0.033707865168539325, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.09090909090909091, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.375, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'4', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.375, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'mysore', '4', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '4'}), confidence=0.15789473684210528, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'4', 'c'}), confidence=0.15789473684210528, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'4', 'female', 'c', 'member', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '4', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '4', 'c', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'female', 'c', 'mysore', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '4', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '4', 'c', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'female', '4'}), confidence=0.050314465408805034, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.050314465408805034, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4'}), items_add=frozenset({'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '4', 'food_and_beverages', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'c', 'food_and_beverages', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages', 'member'}), confidence=0.24242424242424243, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'c', 'food_and_beverages', 'member'}), confidence=0.24242424242424243, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '4', 'member'}), confidence=0.12121212121212122, lift=7.1301247771836005), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '4', 'food_and_beverages'}), confidence=0.047337278106508875, lift=4.733727810650888), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.12121212121212122, lift=7.1301247771836005), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'4', 'c', 'food_and_beverages'}), confidence=0.047337278106508875, lift=4.733727810650888), OrderedStatistic(items_base=frozenset({'4', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.8, lift=4.733727810650888), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.47058823529411764, lift=7.1301247771836005), OrderedStatistic(items_base=frozenset({'mysore', '4', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.8, lift=4.733727810650888), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.47058823529411764, lift=7.1301247771836005), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore', '4'}), confidence=0.22222222222222224, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'4', 'c'}), confidence=0.22222222222222224, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'4', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '4', 'food_and_beverages', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'male', 'c', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '4', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '4', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.2727272727272727, lift=3.7359900373599), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.2727272727272727, lift=3.7359900373599), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '4', 'member'}), confidence=0.06, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'male', 'mysore', '4'}), confidence=0.05325443786982248, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.06, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'male', '4', 'c'}), confidence=0.05325443786982248, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'male', '4', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5294117647058822, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5294117647058822, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4'}), items_add=frozenset({'c', 'member'}), confidence=0.5294117647058822, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5294117647058822, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', '4'}), confidence=0.1232876712328767, lift=3.7359900373599), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'4', 'c'}), confidence=0.1232876712328767, lift=3.7359900373599), OrderedStatistic(items_base=frozenset({'male', '4', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'male', 'c', 'mysore', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '4', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '4', 'c', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.24242424242424243, lift=3.1483667847304213), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.24242424242424243, lift=3.1483667847304213), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '4', 'normal'}), confidence=0.05333333333333334, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'4', 'c', 'normal'}), confidence=0.05333333333333334, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'4', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', '4', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '4'}), confidence=0.1038961038961039, lift=3.1483667847304213), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'4', 'c'}), confidence=0.1038961038961039, lift=3.1483667847304213), OrderedStatistic(items_base=frozenset({'male', '4', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'mangalore', 'female', 'member', 'fashion_accessories'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'4'}), items_add=frozenset({'fashion_accessories', 'female', 'member', 'mangalore'}), confidence=0.06422018348623854, lift=4.013761467889909), OrderedStatistic(items_base=frozenset({'fashion_accessories', '4'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.3333333333333333, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'female', '4'}), items_add=frozenset({'fashion_accessories', 'member', 'mangalore'}), confidence=0.1272727272727273, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'fashion_accessories', 'female', 'member'}), confidence=0.1794871794871795, lift=3.8188761593016913), OrderedStatistic(items_base=frozenset({'4', 'member'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.11475409836065574, lift=3.4773969200198707), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female'}), items_add=frozenset({'4', 'member', 'mangalore'}), confidence=0.07291666666666667, lift=3.0381944444444446), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'female', '4', 'member'}), confidence=0.11290322580645161, lift=3.763440860215054), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member'}), items_add=frozenset({'female', '4', 'mangalore'}), confidence=0.08139534883720931, lift=4.069767441860465), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'fashion_accessories', '4', 'member'}), confidence=0.043209876543209874, lift=3.6008230452674894), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'fashion_accessories', 'female', '4'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', '4'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'fashion_accessories', '4', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5833333333333334, lift=3.60082304526749), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore'}), items_add=frozenset({'fashion_accessories', 'member'}), confidence=0.35, lift=4.069767441860465), OrderedStatistic(items_base=frozenset({'female', '4', 'member'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.23333333333333334, lift=3.763440860215054), OrderedStatistic(items_base=frozenset({'4', 'member', 'mangalore'}), items_add=frozenset({'fashion_accessories', 'female'}), confidence=0.2916666666666667, lift=3.0381944444444446), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mangalore'}), items_add=frozenset({'4', 'member'}), confidence=0.21212121212121213, lift=3.477396920019871), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.14893617021276595, lift=3.818876159301691), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member', 'mangalore'}), items_add=frozenset({'female', '4'}), confidence=0.21875, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'fashion_accessories', '4'}), confidence=0.08235294117647059, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'member', 'mangalore'}), items_add=frozenset({'4'}), confidence=0.4375, lift=4.013761467889908)])
RelationRecord(items=frozenset({'4', 'female', 'food_and_beverages', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '4', 'member'}), confidence=0.02873563218390805, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '4', 'member'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'mysore', 'female', '4'}), confidence=0.05319148936170213, lift=3.324468085106383), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.3125, lift=3.324468085106383), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'member'}), items_add=frozenset({'food_and_beverages'}), confidence=0.625, lift=3.591954022988506)])
RelationRecord(items=frozenset({'bangalore', '5', 'cash', 'female', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', '5'}), confidence=0.043478260869565216, lift=3.9525691699604746), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', '5'}), confidence=0.043478260869565216, lift=3.9525691699604746), OrderedStatistic(items_base=frozenset({'a', 'cash', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6363636363636365, lift=3.952569169960475), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6363636363636365, lift=3.952569169960475)])
RelationRecord(items=frozenset({'bangalore', '5', 'cash', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'member', '5'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', '5'}), confidence=0.03592814371257485, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'member', '5'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', '5'}), confidence=0.03592814371257485, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'a', 'cash', '5'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5454545454545455, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'a', 'member', '5'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '5'}), items_add=frozenset({'a', 'member'}), confidence=0.5454545454545455, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '5'}), items_add=frozenset({'cash', 'a'}), confidence=0.33333333333333337, lift=3.0303030303030307)])
RelationRecord(items=frozenset({'bangalore', '5', 'credit_card', 'female', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.20454545454545453, lift=4.352030947775629), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.20454545454545453, lift=4.352030947775629), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.08653846153846154, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', '5'}), confidence=0.05590062111801242, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.08653846153846154, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', '5'}), confidence=0.05590062111801242, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3214285714285714, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3214285714285714, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', '5'}), confidence=0.19148936170212766, lift=4.352030947775629), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', '5'}), confidence=0.19148936170212766, lift=4.352030947775629)])
RelationRecord(items=frozenset({'bangalore', '5', 'credit_card', 'food_and_beverages', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'credit_card', 'food_and_beverages'}), confidence=0.13636363636363638, lift=6.493506493506494), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'credit_card', 'food_and_beverages'}), confidence=0.13636363636363638, lift=6.493506493506494), OrderedStatistic(items_base=frozenset({'credit_card', '5'}), items_add=frozenset({'a', 'bangalore', 'food_and_beverages'}), confidence=0.1875, lift=3.232758620689655), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'food_and_beverages', '5'}), confidence=0.057692307692307696, lift=5.244755244755245), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card', '5'}), confidence=0.10344827586206896, lift=6.8965517241379315), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'food_and_beverages', '5'}), confidence=0.057692307692307696, lift=5.244755244755245), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card', '5'}), confidence=0.10344827586206896, lift=6.8965517241379315), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.4, lift=6.8965517241379315), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', '5'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.5454545454545455, lift=5.244755244755246), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '5'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.4, lift=6.8965517241379315), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', '5'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.5454545454545455, lift=5.244755244755246), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'food_and_beverages'}), items_add=frozenset({'credit_card', '5'}), confidence=0.10344827586206896, lift=3.2327586206896552), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', '5'}), confidence=0.2857142857142857, lift=6.4935064935064934), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'a', '5'}), confidence=0.2857142857142857, lift=6.4935064935064934)])
RelationRecord(items=frozenset({'bangalore', '5', 'credit_card', 'male', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '5'}), confidence=0.057692307692307696, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', '5'}), confidence=0.057692307692307696, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'a', 'male', '5'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.375, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '5'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.375, lift=3.605769230769231)])
RelationRecord(items=frozenset({'bangalore', '5', 'credit_card', 'a', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.2272727272727273, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.2272727272727273, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.09615384615384616, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', '5'}), confidence=0.05780346820809249, lift=3.853564547206166), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.09615384615384616, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', '5'}), confidence=0.05780346820809249, lift=3.853564547206166), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.38461538461538464, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.38461538461538464, lift=3.6982248520710064), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.18181818181818182, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.18181818181818182, lift=4.132231404958678)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'a', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.27272727272727276, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.27272727272727276, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.09523809523809523, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'debit_card', '5'}), confidence=0.07453416149068323, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.09523809523809523, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'debit_card', '5'}), confidence=0.07453416149068323, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6666666666666667, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.42857142857142855, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6666666666666667, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.42857142857142855, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', '5'}), confidence=0.2181818181818182, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', '5'}), confidence=0.2181818181818182, lift=4.958677685950414)])
RelationRecord(items=frozenset({'bangalore', '5', 'member', 'a', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'member', '5'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'member', '5'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'a', 'member', '5'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '5'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642)])
RelationRecord(items=frozenset({'bangalore', '5', 'a', 'debit_card', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.0873015873015873, lift=3.357753357753358), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'debit_card', '5'}), confidence=0.06358381502890173, lift=3.5324341682723186), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.0873015873015873, lift=3.357753357753358), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'debit_card', '5'}), confidence=0.06358381502890173, lift=3.5324341682723186), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6111111111111112, lift=3.532434168272319), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4230769230769231, lift=3.357753357753358), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.6111111111111112, lift=3.532434168272319), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4230769230769231, lift=3.357753357753358), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.171875, lift=3.9062500000000004), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.171875, lift=3.9062500000000004)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'food_and_beverages', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.15909090909090912, lift=6.916996047430831), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'food_and_beverages'}), confidence=0.15909090909090912, lift=6.916996047430831), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'food_and_beverages', '5'}), confidence=0.043478260869565216, lift=3.9525691699604746), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.12068965517241378, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'food_and_beverages', '5'}), confidence=0.043478260869565216, lift=3.9525691699604746), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.12068965517241378, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6363636363636365, lift=3.952569169960475), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6363636363636365, lift=3.952569169960475), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages'}), items_add=frozenset({'bangalore', '5'}), confidence=0.30434782608695654, lift=6.916996047430831), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'food_and_beverages'}), items_add=frozenset({'a', '5'}), confidence=0.30434782608695654, lift=6.916996047430831)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'health_and_beauty', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'female'}), confidence=0.11363636363636365, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'health_and_beauty', 'a', 'female'}), confidence=0.11363636363636365, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'health_and_beauty', 'bangalore', '5'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.10638297872340426, lift=3.7993920972644375), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'health_and_beauty', 'a', '5'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.10638297872340426, lift=3.7993920972644375), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.17857142857142858, lift=3.799392097264438), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.17857142857142858, lift=3.799392097264438), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'female'}), items_add=frozenset({'bangalore', '5'}), confidence=0.23809523809523808, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'female'}), items_add=frozenset({'a', '5'}), confidence=0.23809523809523808, lift=5.411255411255412)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'member', 'a'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.25, lift=3.125), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.25, lift=3.125), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'member', '5'}), confidence=0.06832298136645962, lift=3.7957211870255345), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'member', '5'}), confidence=0.06832298136645962, lift=3.7957211870255345), OrderedStatistic(items_base=frozenset({'a', 'member', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6111111111111112, lift=3.795721187025535), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6111111111111112, lift=3.795721187025535), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', '5'}), confidence=0.13749999999999998, lift=3.125), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', '5'}), confidence=0.13749999999999998, lift=3.125)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'a', 'normal'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.3863636363636364, lift=4.7699214365881035), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.3863636363636364, lift=4.7699214365881035), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.10559006211180125, lift=4.061156235069279), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.09826589595375725, lift=3.5094962840627586), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.10559006211180125, lift=4.061156235069279), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.09826589595375725, lift=3.5094962840627586), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6071428571428572, lift=3.5094962840627586), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.653846153846154, lift=4.061156235069279), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.6071428571428572, lift=3.5094962840627586), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.653846153846154, lift=4.061156235069279), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.20987654320987656, lift=4.7699214365881035), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.20987654320987656, lift=4.7699214365881035)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'a', 'sports_and_travel'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel'}), confidence=0.13636363636363638, lift=4.702194357366771), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'sports_and_travel'}), confidence=0.13636363636363638, lift=4.702194357366771), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'sports_and_travel', '5'}), confidence=0.037267080745341616, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.1016949152542373, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'sports_and_travel', '5'}), confidence=0.037267080745341616, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.1016949152542373, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.21428571428571427, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6666666666666667, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.21428571428571427, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6666666666666667, lift=4.140786749482402), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel'}), items_add=frozenset({'bangalore', '5'}), confidence=0.20689655172413793, lift=4.702194357366771), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'a', '5'}), confidence=0.20689655172413793, lift=4.702194357366771)])
RelationRecord(items=frozenset({'bangalore', '5', 'food_and_beverages', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages', 'member'}), confidence=0.11363636363636365, lift=3.918495297805643), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.11363636363636365, lift=3.918495297805643), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'member', '5'}), confidence=0.08620689655172413, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'member', '5'}), confidence=0.08620689655172413, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'a', 'member', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.2777777777777778, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '5'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.2777777777777778, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', '5'}), confidence=0.17241379310344826, lift=3.9184952978056424), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'a', '5'}), confidence=0.17241379310344826, lift=3.9184952978056424)])
RelationRecord(items=frozenset({'bangalore', '5', 'food_and_beverages', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.13636363636363638, lift=4.702194357366771), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.13636363636363638, lift=4.702194357366771), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.10344827586206896, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'food_and_beverages', '5'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.10344827586206896, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'food_and_beverages', '5'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.23076923076923078, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.23076923076923078, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', '5'}), confidence=0.20689655172413793, lift=4.702194357366771), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'food_and_beverages'}), items_add=frozenset({'a', '5'}), confidence=0.20689655172413793, lift=4.702194357366771)])
RelationRecord(items=frozenset({'bangalore', '5', 'health_and_beauty', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'normal'}), confidence=0.11363636363636365, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'health_and_beauty', 'a', 'normal'}), confidence=0.11363636363636365, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.10638297872340426, lift=4.091653027823241), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', '5'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.10638297872340426, lift=4.091653027823241), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'health_and_beauty', 'a', '5'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.19230769230769232, lift=4.091653027823241), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.19230769230769232, lift=4.091653027823241), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.19999999999999998, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.19999999999999998, lift=4.545454545454545)])
RelationRecord(items=frozenset({'bangalore', '5', 'male', 'a', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '5'}), confidence=0.05202312138728324, lift=3.2514450867052025), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '5'}), confidence=0.05202312138728324, lift=3.2514450867052025), OrderedStatistic(items_base=frozenset({'a', 'male', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5625, lift=3.2514450867052025), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.5625, lift=3.2514450867052025)])
RelationRecord(items=frozenset({'bangalore', '5', 'a', 'sports_and_travel', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'normal'}), confidence=0.13636363636363638, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'sports_and_travel', 'normal'}), confidence=0.13636363636363638, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel', '5'}), confidence=0.034682080924855495, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.1016949152542373, lift=3.9113428943937425), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'sports_and_travel', '5'}), confidence=0.034682080924855495, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.1016949152542373, lift=3.9113428943937425), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.23076923076923078, lift=3.911342894393742), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.23076923076923078, lift=3.911342894393742), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.2, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.2, lift=4.545454545454546)])
RelationRecord(items=frozenset({'5', 'female', 'food_and_beverages', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'5'}), items_add=frozenset({'a', 'female', 'normal', 'food_and_beverages'}), confidence=0.04901960784313726, lift=3.7707390648567127), OrderedStatistic(items_base=frozenset({'female', '5'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.08928571428571429, lift=3.0788177339901477), OrderedStatistic(items_base=frozenset({'normal', '5'}), items_add=frozenset({'a', 'female', 'food_and_beverages'}), confidence=0.0925925925925926, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages'}), items_add=frozenset({'normal', '5'}), confidence=0.2173913043478261, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '5'}), confidence=0.17241379310344826, lift=3.0788177339901472), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'5'}), confidence=0.38461538461538464, lift=3.7707390648567123)])
RelationRecord(items=frozenset({'mangalore', 'cash', '5', 'female', 'b'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', '5', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', '5'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.25, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.25, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', '5', 'mangalore'}), confidence=0.06363636363636364, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', '5', 'mangalore'}), confidence=0.043209876543209874, lift=3.9281705948372614), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', '5'}), confidence=0.06363636363636364, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', '5'}), confidence=0.043209876543209874, lift=3.9281705948372614), OrderedStatistic(items_base=frozenset({'b', 'cash', '5'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6363636363636365, lift=3.928170594837262), OrderedStatistic(items_base=frozenset({'b', 'female', '5'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', '5'}), items_add=frozenset({'b', 'female'}), confidence=0.6363636363636365, lift=3.928170594837262), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '5'}), items_add=frozenset({'cash', 'b'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.1320754716981132, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.1320754716981132, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', '5', 'b', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '5', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'b', 'normal', '5'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'5', 'normal', 'mangalore'}), confidence=0.06363636363636364, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', '5', 'mangalore'}), confidence=0.041916167664670656, lift=3.8105606967882415), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'normal', '5'}), confidence=0.06363636363636364, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'b', '5'}), confidence=0.041916167664670656, lift=3.8105606967882415), OrderedStatistic(items_base=frozenset({'b', 'cash', '5'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6363636363636365, lift=3.810560696788242), OrderedStatistic(items_base=frozenset({'b', 'normal', '5'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', '5'}), items_add=frozenset({'b', 'normal'}), confidence=0.6363636363636365, lift=3.810560696788242), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '5'}), items_add=frozenset({'cash', 'b'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.12280701754385964, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.12280701754385964, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'mangalore', 'normal', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'credit_card', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '5', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member', '5'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'5', 'member', 'mangalore'}), confidence=0.045871559633027525, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '5', 'mangalore'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'member', '5'}), confidence=0.045871559633027525, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '5'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '5'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.625, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'b', 'member', '5'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4545454545454546, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '5'}), items_add=frozenset({'b', 'member'}), confidence=0.625, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '5'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4545454545454546, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', 'member', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'male', 'b', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'debit_card', '5', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', '5'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.21428571428571427, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.21428571428571427, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '5', 'mangalore'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', '5', 'mangalore'}), confidence=0.03529411764705882, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '5'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', '5'}), confidence=0.03529411764705882, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '5'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6666666666666667, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'b', 'male', '5'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.42857142857142855, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '5'}), items_add=frozenset({'b', 'male'}), confidence=0.6666666666666667, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '5'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.42857142857142855, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.09523809523809523, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.09523809523809523, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'b', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', '5', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal', '5'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'5', 'normal', 'mangalore'}), confidence=0.061946902654867256, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', '5', 'mangalore'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal', '5'}), confidence=0.061946902654867256, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card', '5'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '5'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'b', 'normal', '5'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4117647058823529, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '5'}), items_add=frozenset({'b', 'normal'}), confidence=0.7777777777777779, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '5'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4117647058823529, lift=3.643935450286309), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.109375, lift=3.90625), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.109375, lift=3.90625), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', 'normal', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'female', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '5', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'member', '5'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'member', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'member', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'female', 'b', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '5', 'normal', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'normal', '5'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.3214285714285714, lift=4.174397031539888), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.3214285714285714, lift=4.174397031539888), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'5', 'normal', 'mangalore'}), confidence=0.05555555555555555, lift=3.26797385620915), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'female', '5', 'mangalore'}), confidence=0.05389221556886227, lift=3.8494439692044478), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'normal', '5'}), confidence=0.05555555555555555, lift=3.26797385620915), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'female', '5'}), confidence=0.05389221556886227, lift=3.8494439692044478), OrderedStatistic(items_base=frozenset({'b', 'female', '5'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6428571428571428, lift=3.8494439692044478), OrderedStatistic(items_base=frozenset({'b', 'normal', '5'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5294117647058822, lift=3.2679738562091494), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '5'}), items_add=frozenset({'b', 'normal'}), confidence=0.6428571428571428, lift=3.8494439692044478), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '5'}), items_add=frozenset({'b', 'female'}), confidence=0.5294117647058822, lift=3.2679738562091494), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.11688311688311688, lift=4.174397031539889), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.11688311688311688, lift=4.174397031539889), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'normal', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'male', 'b', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '5', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'member', '5'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'5', 'member', 'mangalore'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'member', '5'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'b', 'member', '5'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '5'}), items_add=frozenset({'b', 'male'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'b', 'male', 'member', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', 'member', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', '5', 'male', 'b', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '5', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'normal', '5'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '5'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.2857142857142857, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'mangalore', '5'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.2857142857142857, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '5', 'mangalore'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '5'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'b', 'male', '5'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '5'}), items_add=frozenset({'b', 'normal'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'5', 'mangalore'}), confidence=0.08888888888888889, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '5'}), confidence=0.08888888888888889, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal', '5'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'mangalore', 'normal', '5'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'food_and_beverages', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'5'}), items_add=frozenset({'bangalore', 'female', 'normal', 'food_and_beverages'}), confidence=0.04901960784313726, lift=3.7707390648567127), OrderedStatistic(items_base=frozenset({'female', '5'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.08928571428571429, lift=3.0788177339901477), OrderedStatistic(items_base=frozenset({'normal', '5'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.0925925925925926, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'food_and_beverages'}), items_add=frozenset({'normal', '5'}), confidence=0.2173913043478261, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '5'}), confidence=0.17241379310344826, lift=3.0788177339901472), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'5'}), confidence=0.38461538461538464, lift=3.7707390648567123)])
RelationRecord(items=frozenset({'5', 'cash', 'female', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'5', 'cash', 'male', 'c', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.23333333333333334, lift=4.022988505747127), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.23333333333333334, lift=4.022988505747127), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', '5'}), confidence=0.056451612903225805, lift=3.5282258064516125), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', '5'}), confidence=0.04666666666666667, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c', '5'}), confidence=0.056451612903225805, lift=3.5282258064516125), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', '5'}), confidence=0.04666666666666667, lift=3.888888888888889), OrderedStatistic(items_base=frozenset({'cash', 'c', '5'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5833333333333334, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'male', 'c', '5'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4375, lift=3.528225806451613), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '5'}), items_add=frozenset({'male', 'c'}), confidence=0.5833333333333334, lift=3.8888888888888893), OrderedStatistic(items_base=frozenset({'male', 'mysore', '5'}), items_add=frozenset({'cash', 'c'}), confidence=0.4375, lift=3.528225806451613), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.12068965517241378, lift=4.022988505747127), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c', '5'}), confidence=0.12068965517241378, lift=4.022988505747127), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'5', 'cash', 'c', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'member', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'member', '5'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'5', 'cash', 'c', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'normal', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'normal', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.23333333333333334, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.23333333333333334, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'normal', '5'}), confidence=0.056451612903225805, lift=5.131964809384164), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '5'}), confidence=0.0440251572327044, lift=3.6687631027253667), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', 'normal', '5'}), confidence=0.056451612903225805, lift=5.131964809384164), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'c', '5'}), confidence=0.0440251572327044, lift=3.6687631027253667), OrderedStatistic(items_base=frozenset({'cash', 'c', '5'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5833333333333334, lift=3.668763102725367), OrderedStatistic(items_base=frozenset({'c', 'normal', '5'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.6363636363636365, lift=5.131964809384165), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '5'}), items_add=frozenset({'c', 'normal'}), confidence=0.5833333333333334, lift=3.668763102725367), OrderedStatistic(items_base=frozenset({'mysore', 'normal', '5'}), items_add=frozenset({'cash', 'c'}), confidence=0.6363636363636365, lift=5.131964809384165), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', '5'}), confidence=0.10769230769230768, lift=3.5897435897435894), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'c', '5'}), confidence=0.10769230769230768, lift=3.5897435897435894), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'5', 'credit_card', 'female', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '5'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', '5'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', '5'}), confidence=0.061224489795918366, lift=4.373177842565598), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', '5'}), confidence=0.033707865168539325, lift=3.7453183520599254), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', 'c', '5'}), confidence=0.061224489795918366, lift=4.373177842565598), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', 'c', '5'}), confidence=0.033707865168539325, lift=3.7453183520599254), OrderedStatistic(items_base=frozenset({'credit_card', 'c', '5'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6666666666666667, lift=3.745318352059926), OrderedStatistic(items_base=frozenset({'female', 'c', '5'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.42857142857142855, lift=4.373177842565597), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '5'}), items_add=frozenset({'female', 'c'}), confidence=0.6666666666666667, lift=3.745318352059926), OrderedStatistic(items_base=frozenset({'mysore', 'female', '5'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.42857142857142855, lift=4.373177842565597), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', '5'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'c', '5'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'5', 'female', 'c', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'member', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'member', '5'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c', 'member', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'5', 'male', 'c', 'member', 'mysore'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'member', '5'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'member', '5'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '5'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.4, lift=5.479452054794521), OrderedStatistic(items_base=frozenset({'mysore', '5'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.4, lift=5.479452054794521), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'member', '5'}), confidence=0.08, lift=4.2105263157894735), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'male', 'mysore', '5'}), confidence=0.07100591715976332, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'c', 'member', '5'}), confidence=0.08, lift=4.2105263157894735), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'male', 'c', '5'}), confidence=0.07100591715976332, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'male', 'c', '5'}), items_add=frozenset({'mysore', 'member'}), confidence=0.75, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'c', 'member', '5'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6315789473684211, lift=4.210526315789474), OrderedStatistic(items_base=frozenset({'male', 'mysore', '5'}), items_add=frozenset({'c', 'member'}), confidence=0.75, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'mysore', 'member', '5'}), items_add=frozenset({'male', 'c'}), confidence=0.6315789473684211, lift=4.210526315789474), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', '5'}), confidence=0.16438356164383564, lift=5.479452054794521), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'c', '5'}), confidence=0.16438356164383564, lift=5.479452054794521), OrderedStatistic(items_base=frozenset({'male', 'c', 'member', '5'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member', '5'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'bangalore', '6', 'cash', 'female', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.1935483870967742, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.1935483870967742, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', '6'}), confidence=0.05454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', '6'}), confidence=0.037267080745341616, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', '6'}), confidence=0.05454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', '6'}), confidence=0.037267080745341616, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'cash', '6'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'female', '6'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '6'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '6'}), items_add=frozenset({'cash', 'a'}), confidence=0.5454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', '6'}), confidence=0.1016949152542373, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', '6'}), confidence=0.1016949152542373, lift=3.280481137233461)])
RelationRecord(items=frozenset({'bangalore', '6', 'cash', 'male', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.1935483870967742, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.1935483870967742, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '6'}), confidence=0.11764705882352942, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '6'}), confidence=0.11764705882352942, lift=3.7950664136622394)])
RelationRecord(items=frozenset({'bangalore', '6', 'cash', 'a', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.25806451612903225, lift=4.778972520908004), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.25806451612903225, lift=4.778972520908004), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '6', 'normal'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', '6'}), confidence=0.04624277456647399, lift=3.853564547206166), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '6', 'normal'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'a', '6'}), confidence=0.04624277456647399, lift=3.853564547206166), OrderedStatistic(items_base=frozenset({'a', 'cash', '6'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6666666666666666, lift=3.8535645472061657), OrderedStatistic(items_base=frozenset({'a', '6', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.47058823529411764, lift=4.278074866310161), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '6'}), items_add=frozenset({'a', 'normal'}), confidence=0.6666666666666666, lift=3.8535645472061657), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.47058823529411764, lift=4.278074866310161), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', '6'}), confidence=0.14814814814814814, lift=4.778972520908004), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', '6'}), confidence=0.14814814814814814, lift=4.778972520908004)])
RelationRecord(items=frozenset({'bangalore', '6', 'credit_card', 'male', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '6'}), confidence=0.02793296089385475, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', '6'}), confidence=0.02793296089385475, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '6'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.8333333333333334, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '6'}), items_add=frozenset({'a', 'male'}), confidence=0.8333333333333334, lift=4.655493482309125)])
RelationRecord(items=frozenset({'bangalore', '6', 'male', 'a', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.29032258064516125, lift=4.08905043162199), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.29032258064516125, lift=4.08905043162199), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '6'}), confidence=0.07142857142857142, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '6', 'debit_card'}), confidence=0.05027932960893854, lift=3.867640739149119), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '6'}), confidence=0.07142857142857142, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '6', 'debit_card'}), confidence=0.05027932960893854, lift=3.867640739149119), OrderedStatistic(items_base=frozenset({'a', '6', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6923076923076923, lift=3.867640739149119), OrderedStatistic(items_base=frozenset({'a', 'male', '6'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.44999999999999996, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.6923076923076923, lift=3.867640739149119), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.44999999999999996, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '6'}), confidence=0.1267605633802817, lift=4.08905043162199), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '6'}), confidence=0.1267605633802817, lift=4.08905043162199)])
RelationRecord(items=frozenset({'bangalore', '6', 'member', 'a', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.25806451612903225, lift=4.1623309053069715), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.25806451612903225, lift=4.1623309053069715), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '6', 'member'}), confidence=0.06349206349206349, lift=4.535147392290249), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '6', 'debit_card'}), confidence=0.04790419161676646, lift=3.6849378166743434), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '6', 'member'}), confidence=0.06349206349206349, lift=4.535147392290249), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '6', 'debit_card'}), confidence=0.04790419161676646, lift=3.6849378166743434), OrderedStatistic(items_base=frozenset({'a', '6', 'debit_card'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6153846153846154, lift=3.684937816674344), OrderedStatistic(items_base=frozenset({'a', '6', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.5714285714285714, lift=4.535147392290249), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.6153846153846154, lift=3.684937816674344), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.5714285714285714, lift=4.535147392290249), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '6'}), confidence=0.12903225806451613, lift=4.1623309053069715), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', '6'}), confidence=0.12903225806451613, lift=4.1623309053069715)])
RelationRecord(items=frozenset({'bangalore', '6', 'female', 'home_and_lifestyle', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'home_and_lifestyle'}), items_add=frozenset({'a', 'bangalore', 'female', '6'}), confidence=0.0375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.1935483870967742, lift=6.048387096774193), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle'}), confidence=0.1935483870967742, lift=6.048387096774193), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '6', 'home_and_lifestyle'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', '6'}), confidence=0.09230769230769231, lift=8.391608391608393), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'home_and_lifestyle', '6'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', '6'}), confidence=0.09230769230769231, lift=8.391608391608393), OrderedStatistic(items_base=frozenset({'a', 'female', '6'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.5454545454545455, lift=8.391608391608392), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '6'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '6'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.5454545454545455, lift=8.391608391608392), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '6'}), confidence=0.1875, lift=6.048387096774194), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'a', '6'}), confidence=0.1875, lift=6.048387096774194), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'female', '6'}), items_add=frozenset({'home_and_lifestyle'}), confidence=0.5454545454545455, lift=3.4090909090909096)])
RelationRecord(items=frozenset({'bangalore', '6', 'female', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', '6'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '6'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', 'female', '6'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '6'}), items_add=frozenset({'a', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363)])
RelationRecord(items=frozenset({'bangalore', '6', 'male', 'food_and_beverages', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male', 'food_and_beverages'}), confidence=0.25806451612903225, lift=7.373271889400921), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male', 'food_and_beverages'}), confidence=0.25806451612903225, lift=7.373271889400921), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male', '6'}), confidence=0.13793103448275862, lift=6.896551724137931), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '6', 'food_and_beverages'}), confidence=0.0446927374301676, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'male', '6'}), confidence=0.13793103448275862, lift=6.896551724137931), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '6', 'food_and_beverages'}), confidence=0.0446927374301676, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages'}), items_add=frozenset({'a', 'bangalore', '6'}), confidence=0.09523809523809523, lift=3.0721966205837172), OrderedStatistic(items_base=frozenset({'a', 'bangalore', '6'}), items_add=frozenset({'male', 'food_and_beverages'}), confidence=0.25806451612903225, lift=3.0721966205837172), OrderedStatistic(items_base=frozenset({'a', '6', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', 'male', '6'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.4, lift=6.8965517241379315), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'food_and_beverages'}), items_add=frozenset({'a', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.4, lift=6.8965517241379315), OrderedStatistic(items_base=frozenset({'a', 'male', 'food_and_beverages'}), items_add=frozenset({'bangalore', '6'}), confidence=0.22857142857142856, lift=7.373271889400922), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'food_and_beverages'}), items_add=frozenset({'a', '6'}), confidence=0.22857142857142856, lift=7.373271889400922)])
RelationRecord(items=frozenset({'bangalore', '6', 'male', 'home_and_lifestyle', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.16129032258064516, lift=4.887585532746822), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.16129032258064516, lift=4.887585532746822), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male', '6'}), confidence=0.07692307692307693, lift=3.8461538461538463), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', '6'}), confidence=0.07692307692307693, lift=3.8461538461538463), OrderedStatistic(items_base=frozenset({'a', 'male', '6'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.25, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.25, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '6'}), confidence=0.15151515151515152, lift=4.887585532746823), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', '6'}), confidence=0.15151515151515152, lift=4.887585532746823)])
RelationRecord(items=frozenset({'bangalore', '6', 'home_and_lifestyle', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.16129032258064516, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.16129032258064516, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '6', 'member'}), confidence=0.07692307692307693, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '6', 'member'}), confidence=0.07692307692307693, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'a', '6', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.35714285714285715, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.35714285714285715, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', '6'}), confidence=0.14705882352941177, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', '6'}), confidence=0.14705882352941177, lift=4.743833017077799)])
RelationRecord(items=frozenset({'bangalore', '6', 'home_and_lifestyle', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.1935483870967742, lift=6.243496357960458), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal'}), confidence=0.1935483870967742, lift=6.243496357960458), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '6', 'normal'}), confidence=0.09230769230769231, lift=5.429864253393665), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '6', 'home_and_lifestyle'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '6', 'normal'}), confidence=0.09230769230769231, lift=5.429864253393665), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle', '6'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '6'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', '6', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.3529411764705882, lift=5.4298642533936645), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'home_and_lifestyle'}), items_add=frozenset({'a', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.3529411764705882, lift=5.4298642533936645), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', '6'}), confidence=0.1935483870967742, lift=6.243496357960458), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', '6'}), confidence=0.1935483870967742, lift=6.243496357960458)])
RelationRecord(items=frozenset({'bangalore', '6', 'male', 'member', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.29032258064516125, lift=3.337041156840934), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.29032258064516125, lift=3.337041156840934), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '6', 'member'}), confidence=0.05027932960893854, lift=3.591380686352753), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '6', 'member'}), confidence=0.05027932960893854, lift=3.591380686352753), OrderedStatistic(items_base=frozenset({'a', '6', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6428571428571428, lift=3.5913806863527533), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.6428571428571428, lift=3.5913806863527533), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '6'}), confidence=0.10344827586206896, lift=3.337041156840934), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', '6'}), confidence=0.10344827586206896, lift=3.337041156840934)])
RelationRecord(items=frozenset({'bangalore', '6', 'male', 'a', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.3548387096774193, lift=3.8569424964936885), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.3548387096774193, lift=3.8569424964936885), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '6', 'normal'}), confidence=0.061452513966480445, lift=3.6148537627341435), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '6'}), confidence=0.06358381502890173, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '6', 'normal'}), confidence=0.061452513966480445, lift=3.6148537627341435), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '6'}), confidence=0.06358381502890173, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'a', 'male', '6'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5499999999999999, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'a', '6', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6470588235294117, lift=3.6148537627341435), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6'}), items_add=frozenset({'a', 'normal'}), confidence=0.5499999999999999, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.6470588235294117, lift=3.6148537627341435), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', '6'}), confidence=0.11956521739130434, lift=3.8569424964936885), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '6'}), confidence=0.11956521739130434, lift=3.8569424964936885)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'female', 'b'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', '6', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', '6', 'b'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.22222222222222224, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.22222222222222224, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', '6', 'mangalore'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', '6'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'female', '6'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.47058823529411764, lift=4.278074866310161), OrderedStatistic(items_base=frozenset({'female', '6', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.47058823529411764, lift=4.278074866310161), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.1509433962264151, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.1509433962264151, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'male', 'b'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', '6', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', '6', 'b'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.08181818181818182, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '6', 'mangalore'}), confidence=0.05294117647058823, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '6'}), confidence=0.08181818181818182, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '6', 'b'}), confidence=0.05294117647058823, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'b', 'cash', '6'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5294117647058822, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.47368421052631576, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'cash', '6', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5294117647058822, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.47368421052631576, lift=4.30622009569378), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.15789473684210525, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.15789473684210525, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', '6'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', '6', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'b', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '6', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '6', 'b', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.16666666666666669, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.16666666666666669, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'6', 'member', 'mangalore'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '6', 'member'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'b', '6', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'6', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11320754716981132, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.11320754716981132, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'b', 'cash', '6', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '6', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'b', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '6', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '6', 'b', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.3055555555555556, lift=5.360623781676414), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.3055555555555556, lift=5.360623781676414), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', '6', 'mangalore'}), confidence=0.06586826347305388, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.09999999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', '6', 'b'}), confidence=0.06586826347305388, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'b', 'cash', '6'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6470588235294117, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5499999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'cash', '6', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6470588235294117, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5499999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.19298245614035087, lift=5.360623781676414), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.19298245614035087, lift=5.360623781676414), OrderedStatistic(items_base=frozenset({'b', 'cash', '6', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '6', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'b', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '6', 'sports_and_travel', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '6', 'b', 'sports_and_travel'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'sports_and_travel', 'mangalore'}), confidence=0.19444444444444448, lift=7.4786324786324805), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b'}), confidence=0.19444444444444448, lift=7.4786324786324805), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel'}), items_add=frozenset({'cash', 'b', 'mangalore'}), confidence=0.368421052631579, lift=3.349282296650718), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'6', 'sports_and_travel', 'mangalore'}), confidence=0.06363636363636364, lift=5.303030303030304), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', '6', 'mangalore'}), confidence=0.11290322580645161, lift=6.641366223908918), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '6', 'sports_and_travel'}), confidence=0.06363636363636364, lift=5.303030303030304), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel'}), items_add=frozenset({'b', '6', 'mangalore'}), confidence=0.11864406779661017, lift=3.2956685499058382), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', '6', 'b'}), confidence=0.11290322580645161, lift=6.641366223908918), OrderedStatistic(items_base=frozenset({'b', 'cash', '6'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.4117647058823529, lift=6.641366223908918), OrderedStatistic(items_base=frozenset({'b', '6', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel'}), confidence=0.19444444444444448, lift=3.2956685499058387), OrderedStatistic(items_base=frozenset({'b', '6', 'sports_and_travel'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5833333333333334, lift=5.303030303030304), OrderedStatistic(items_base=frozenset({'cash', '6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.4117647058823529, lift=6.641366223908918), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5833333333333334, lift=5.303030303030304), OrderedStatistic(items_base=frozenset({'b', 'cash', 'mangalore'}), items_add=frozenset({'6', 'sports_and_travel'}), confidence=0.06363636363636364, lift=3.3492822966507183), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.2692307692307693, lift=7.4786324786324805), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.2692307692307693, lift=7.4786324786324805), OrderedStatistic(items_base=frozenset({'b', 'cash', '6', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'6', 'mangalore', 'credit_card', 'b', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '6', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '6', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.19444444444444448, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.19444444444444448, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'6', 'member', 'mangalore'}), confidence=0.06422018348623854, lift=4.013761467889909), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '6', 'mangalore'}), confidence=0.04242424242424242, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '6', 'member'}), confidence=0.06422018348623854, lift=4.013761467889909), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '6'}), confidence=0.04242424242424242, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '6'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7777777777777779, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'b', '6', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4375, lift=4.013761467889908), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7777777777777779, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'6', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4375, lift=4.013761467889908), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11111111111111112, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.11111111111111112, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '6', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'6', 'electronic_accessories', 'mangalore', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'electronic_accessories', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'electronic_accessories', 'member', 'mangalore'}), confidence=0.1388888888888889, lift=5.1440329218107), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'member'}), confidence=0.1388888888888889, lift=5.1440329218107), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'6', 'member', 'mangalore'}), confidence=0.09090909090909091, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'6', 'electronic_accessories', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '6', 'member'}), confidence=0.09090909090909091, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '6', 'electronic_accessories'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', '6', 'electronic_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', '6', 'member'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.3125, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'6', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'6', 'member', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.3125, lift=5.681818181818182), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'member'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.1851851851851852, lift=5.144032921810701), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.1851851851851852, lift=5.144032921810701), OrderedStatistic(items_base=frozenset({'b', '6', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'female', 'b', 'member'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '6', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '6', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'6', 'member', 'mangalore'}), confidence=0.04938271604938271, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '6', 'member'}), confidence=0.04938271604938271, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', '6', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'6', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', '6', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '6', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'female', 'b', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '6', 'normal', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '6', 'normal'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.25, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.25, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'female', '6', 'mangalore'}), confidence=0.05389221556886227, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'female', '6'}), confidence=0.05389221556886227, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'b', 'female', '6'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5294117647058822, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'female', '6', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5294117647058822, lift=3.170130327580133), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11688311688311688, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.11688311688311688, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', 'female', '6', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '6', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'female', 'b', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '6', 'sports_and_travel', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '6', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.1388888888888889, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.1388888888888889, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'female', '6', 'mangalore'}), confidence=0.08064516129032258, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'female', '6'}), confidence=0.08064516129032258, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'b', 'female', '6'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.29411764705882354, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'female', '6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.29411764705882354, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.16666666666666669, lift=4.629629629629631), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.16666666666666669, lift=4.629629629629631), OrderedStatistic(items_base=frozenset({'b', 'female', '6', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'male', 'b', 'member'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '6', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '6', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '6', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '6', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'male', 'b', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '6', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '6', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.3055555555555556, lift=3.395061728395062), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.3055555555555556, lift=3.395061728395062), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.06470588235294117, lift=3.2352941176470584), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.06586826347305388, lift=3.466750709108099), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.06470588235294117, lift=3.2352941176470584), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '6'}), confidence=0.06586826347305388, lift=3.466750709108099), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5789473684210527, lift=3.4667507091080996), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5499999999999999, lift=3.235294117647058), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5789473684210527, lift=3.4667507091080996), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5499999999999999, lift=3.235294117647058), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.12222222222222222, lift=3.3950617283950617), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.12222222222222222, lift=3.3950617283950617), OrderedStatistic(items_base=frozenset({'b', 'male', '6', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '6', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'male', 'b', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '6', 'sports_and_travel', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '6', 'sports_and_travel'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'6', 'sports_and_travel', 'mangalore'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.11290322580645161, lift=5.942275042444821), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '6', 'sports_and_travel'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', '6'}), confidence=0.11290322580645161, lift=5.942275042444821), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.368421052631579, lift=5.942275042444822), OrderedStatistic(items_base=frozenset({'b', '6', 'sports_and_travel'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.368421052631579, lift=5.942275042444822), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.21875, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.21875, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'b', 'male', '6', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'male', 'b', 'sports_and_travel', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'male', 'sports_and_travel', 'normal'}), confidence=0.1388888888888889, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'male', '6'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.10416666666666667, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'normal', '6', 'sports_and_travel'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.06410256410256411, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal'}), items_add=frozenset({'b', 'male', '6'}), confidence=0.06329113924050633, lift=3.3311125916055966), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'sports_and_travel', 'normal'}), confidence=0.2631578947368421, lift=3.331112591605596), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'male', 'sports_and_travel'}), confidence=0.25, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'sports_and_travel', '6', 'normal'}), items_add=frozenset({'b', 'male'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'male', '6'}), confidence=0.15625, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'b', '6'}), confidence=0.11904761904761904, lift=3.306878306878307)])
RelationRecord(items=frozenset({'6', 'mangalore', 'b', 'member', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', '6', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '6', 'sports_and_travel', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.1388888888888889, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.1388888888888889, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'6', 'member', 'mangalore'}), confidence=0.08064516129032258, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6', 'member'}), confidence=0.08064516129032258, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'b', '6', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.3125, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'6', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.3125, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.16666666666666669, lift=4.629629629629631), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.16666666666666669, lift=4.629629629629631), OrderedStatistic(items_base=frozenset({'b', '6', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', '6', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'b', 'sports_and_travel', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'normal', '6', 'sports_and_travel', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', '6', 'sports_and_travel'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'6', 'sports_and_travel', 'mangalore'}), confidence=0.041916167664670656, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.11290322580645161, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '6', 'sports_and_travel'}), confidence=0.041916167664670656, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.11290322580645161, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.35, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'b', '6', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.35, lift=5.64516129032258), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.21875, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.21875, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', '6', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', '6', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'cash', 'female', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', '6', 'mysore'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', '6', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', '6'}), confidence=0.033707865168539325, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '6', 'c'}), confidence=0.033707865168539325, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'cash', '6', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '6'}), items_add=frozenset({'female', 'c'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'cash', 'female', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '6', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'cash', 'c', 'mysore', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '6', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '6', 'c', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.25806451612903225, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.25806451612903225, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '6', 'normal'}), confidence=0.06451612903225806, lift=3.395585738539898), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '6'}), confidence=0.050314465408805034, lift=5.031446540880503), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'6', 'c', 'normal'}), confidence=0.06451612903225806, lift=3.395585738539898), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', '6', 'c'}), confidence=0.050314465408805034, lift=5.031446540880503), OrderedStatistic(items_base=frozenset({'cash', '6', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.8, lift=5.031446540880503), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4210526315789474, lift=3.395585738539898), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '6'}), items_add=frozenset({'c', 'normal'}), confidence=0.8, lift=5.031446540880503), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.4210526315789474, lift=3.395585738539898), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', '6'}), confidence=0.12307692307692307, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'6', 'c'}), confidence=0.12307692307692307, lift=3.9702233250620345), OrderedStatistic(items_base=frozenset({'cash', '6', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '6', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'credit_card', 'female', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '6'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', '6', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', '6'}), confidence=0.02808988764044944, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', '6', 'c'}), confidence=0.02808988764044944, lift=3.1210986267166048), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '6'}), items_add=frozenset({'female', 'c'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '6', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '6'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'credit_card', 'c', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '6', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '6', 'c', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'normal'}), confidence=0.16129032258064516, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'credit_card', 'c', 'normal'}), confidence=0.16129032258064516, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore', '6'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'credit_card', '6', 'c'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '6'}), items_add=frozenset({'c', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '6'}), confidence=0.13157894736842105, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal'}), items_add=frozenset({'6', 'c'}), confidence=0.13157894736842105, lift=4.244482173174872), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '6', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'female', 'c', 'member', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'female', 'debit_card'}), items_add=frozenset({'6', 'c', 'member'}), confidence=0.0375, lift=3.125), OrderedStatistic(items_base=frozenset({'6', 'c', 'member'}), items_add=frozenset({'female', 'debit_card'}), confidence=0.5, lift=3.125)])
RelationRecord(items=frozenset({'6', 'female', 'c', 'mysore', 'debit_card'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '6', 'debit_card'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '6', 'c', 'debit_card'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.3548387096774193, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.3548387096774193, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'female', '6'}), confidence=0.10377358490566037, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '6', 'debit_card'}), confidence=0.06179775280898876, lift=5.1498127340823965), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'female', '6', 'c'}), confidence=0.10377358490566037, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'6', 'c', 'debit_card'}), confidence=0.06179775280898876, lift=5.1498127340823965), OrderedStatistic(items_base=frozenset({'6', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'female'}), confidence=0.9166666666666666, lift=5.149812734082397), OrderedStatistic(items_base=frozenset({'female', '6', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', '6', 'debit_card'}), items_add=frozenset({'female', 'c'}), confidence=0.9166666666666666, lift=5.149812734082397), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', '6'}), confidence=0.19999999999999998, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'6', 'c'}), confidence=0.19999999999999998, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'female', '6', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'c', 'member', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', '6', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', '6', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.1935483870967742, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.1935483870967742, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '6', 'member'}), confidence=0.05660377358490566, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'6', 'c', 'member'}), confidence=0.05660377358490566, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'6', 'c', 'member'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', '6', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '6'}), confidence=0.12, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'6', 'c'}), confidence=0.12, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'6', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'member', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'6', 'electronic_accessories', 'c', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '6', 'electronic_accessories', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'electronic_accessories', 'normal', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'normal'}), confidence=0.16129032258064516, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'electronic_accessories', 'normal', 'c'}), confidence=0.16129032258064516, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '6', 'normal'}), confidence=0.09090909090909091, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '6', 'electronic_accessories'}), confidence=0.031446540880503145, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'6', 'c', 'normal'}), confidence=0.09090909090909091, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'6', 'electronic_accessories', 'c'}), confidence=0.031446540880503145, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'6', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.8333333333333334, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.2631578947368421, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', '6', 'electronic_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.8333333333333334, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.2631578947368421, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '6'}), confidence=0.14285714285714285, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'6', 'c'}), confidence=0.14285714285714285, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'normal', '6', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '6', 'electronic_accessories', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'6', 'female', 'c', 'member', 'mysore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '6', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '6', 'c', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.3225806451612903, lift=3.3602150537634405), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.3225806451612903, lift=3.3602150537634405), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '6', 'member'}), confidence=0.05617977528089888, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'6', 'c', 'member'}), confidence=0.05617977528089888, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'6', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', '6', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', '6'}), confidence=0.10416666666666667, lift=3.360215053763441), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'6', 'c'}), confidence=0.10416666666666667, lift=3.360215053763441), OrderedStatistic(items_base=frozenset({'female', '6', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'female', 'c', 'mysore', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '6', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '6', 'c', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.3870967741935484, lift=4.720692368214005), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.3870967741935484, lift=4.720692368214005), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '6', 'normal'}), confidence=0.06741573033707865, lift=3.548196333530455), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'female', '6'}), confidence=0.07547169811320754, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'6', 'c', 'normal'}), confidence=0.06741573033707865, lift=3.548196333530455), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'female', '6', 'c'}), confidence=0.07547169811320754, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'female', '6', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5454545454545455, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6315789473684211, lift=3.548196333530456), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6'}), items_add=frozenset({'c', 'normal'}), confidence=0.5454545454545455, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal'}), items_add=frozenset({'female', 'c'}), confidence=0.6315789473684211, lift=3.548196333530456), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'mysore', '6'}), confidence=0.14634146341463414, lift=4.720692368214005), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'6', 'c'}), confidence=0.14634146341463414, lift=4.720692368214005), OrderedStatistic(items_base=frozenset({'female', '6', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'normal', 'mysore', '6', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'normal', '6', 'c', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.16129032258064516, lift=5.376344086021505), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.16129032258064516, lift=5.376344086021505), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '6', 'normal'}), confidence=0.07575757575757576, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '6', 'food_and_beverages'}), confidence=0.031446540880503145, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'6', 'c', 'normal'}), confidence=0.07575757575757576, lift=3.9872408293460926), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'6', 'c', 'food_and_beverages'}), confidence=0.031446540880503145, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'6', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7142857142857143, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.2631578947368421, lift=3.987240829346092), OrderedStatistic(items_base=frozenset({'mysore', '6', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.7142857142857143, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.2631578947368421, lift=3.987240829346092), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '6'}), confidence=0.16666666666666669, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'6', 'c'}), confidence=0.16666666666666669, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'normal', '6', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'normal', 'mysore', '6', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'male', 'c', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '6', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '6', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', '6'}), confidence=0.0440251572327044, lift=4.8916841369671555), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '6', 'c'}), confidence=0.0440251572327044, lift=4.8916841369671555), OrderedStatistic(items_base=frozenset({'male', '6', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7777777777777779, lift=4.891684136967156), OrderedStatistic(items_base=frozenset({'male', 'mysore', '6'}), items_add=frozenset({'c', 'normal'}), confidence=0.7777777777777779, lift=4.891684136967156), OrderedStatistic(items_base=frozenset({'male', '6', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '6', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'electronic_accessories', 'cash', 'female', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'female', '6', 'electronic_accessories'}), confidence=0.02840909090909091, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', '6', 'electronic_accessories'}), items_add=frozenset({'cash', 'normal'}), confidence=0.625, lift=3.5511363636363638)])
RelationRecord(items=frozenset({'6', 'electronic_accessories', 'credit_card', 'male', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'6'}), items_add=frozenset({'credit_card', 'male', 'electronic_accessories', 'member'}), confidence=0.05102040816326531, lift=3.188775510204082), OrderedStatistic(items_base=frozenset({'electronic_accessories'}), items_add=frozenset({'credit_card', '6', 'male', 'member'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'credit_card', '6'}), items_add=frozenset({'male', 'electronic_accessories', 'member'}), confidence=0.20833333333333334, lift=4.844961240310078), OrderedStatistic(items_base=frozenset({'6', 'electronic_accessories'}), items_add=frozenset({'credit_card', 'male', 'member'}), confidence=0.2631578947368421, lift=3.2092426187419765), OrderedStatistic(items_base=frozenset({'male', '6'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'member'}), confidence=0.10416666666666667, lift=4.734848484848485), OrderedStatistic(items_base=frozenset({'6', 'member'}), items_add=frozenset({'credit_card', 'male', 'electronic_accessories'}), confidence=0.11904761904761904, lift=5.952380952380952), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories'}), items_add=frozenset({'male', '6', 'member'}), confidence=0.10869565217391305, lift=5.720823798627003), OrderedStatistic(items_base=frozenset({'credit_card', 'male'}), items_add=frozenset({'6', 'electronic_accessories', 'member'}), confidence=0.033783783783783786, lift=4.222972972972973), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories'}), items_add=frozenset({'credit_card', '6', 'member'}), confidence=0.058139534883720936, lift=4.47227191413238), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'member'}), items_add=frozenset({'credit_card', '6', 'male'}), confidence=0.06410256410256411, lift=4.578754578754579), OrderedStatistic(items_base=frozenset({'male', 'member'}), items_add=frozenset({'credit_card', '6', 'electronic_accessories'}), confidence=0.020833333333333336, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'electronic_accessories'}), items_add=frozenset({'male', 'member'}), confidence=0.8333333333333334, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'male'}), items_add=frozenset({'electronic_accessories', 'member'}), confidence=0.35714285714285715, lift=4.5787545787545785), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'member'}), items_add=frozenset({'male', 'electronic_accessories'}), confidence=0.38461538461538464, lift=4.47227191413238), OrderedStatistic(items_base=frozenset({'6', 'electronic_accessories', 'member'}), items_add=frozenset({'credit_card', 'male'}), confidence=0.625, lift=4.222972972972973), OrderedStatistic(items_base=frozenset({'male', '6', 'member'}), items_add=frozenset({'credit_card', 'electronic_accessories'}), confidence=0.2631578947368421, lift=5.720823798627002), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'electronic_accessories'}), items_add=frozenset({'6', 'member'}), confidence=0.25, lift=5.952380952380952), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'member'}), items_add=frozenset({'male', '6'}), confidence=0.2272727272727273, lift=4.734848484848485), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'member'}), items_add=frozenset({'6', 'electronic_accessories'}), confidence=0.06097560975609756, lift=3.209242618741977), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'member'}), items_add=frozenset({'credit_card', '6'}), confidence=0.11627906976744187, lift=4.844961240310078), OrderedStatistic(items_base=frozenset({'credit_card', '6', 'male', 'member'}), items_add=frozenset({'electronic_accessories'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'electronic_accessories', 'member'}), items_add=frozenset({'6'}), confidence=0.3125, lift=3.1887755102040813)])
RelationRecord(items=frozenset({'6', 'female', 'member', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'female', 'debit_card'}), items_add=frozenset({'mysore', '6', 'member'}), confidence=0.0375, lift=3.125), OrderedStatistic(items_base=frozenset({'mysore', '6', 'member'}), items_add=frozenset({'female', 'debit_card'}), confidence=0.5, lift=3.125)])
RelationRecord(items=frozenset({'6', 'mangalore', 'male', 'sports_and_travel', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'male', '6'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.10416666666666667, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'male', 'sports_and_travel', 'normal'}), confidence=0.1388888888888889, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'normal', '6', 'sports_and_travel'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.06410256410256411, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.06329113924050633, lift=3.3311125916055966), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'sports_and_travel', 'normal'}), confidence=0.2631578947368421, lift=3.331112591605596), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'male', 'sports_and_travel'}), confidence=0.25, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'sports_and_travel', '6', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.11904761904761904, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'male', '6'}), confidence=0.15625, lift=3.2552083333333335)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'cash', '7', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories'}), confidence=0.1388888888888889, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'cash', 'a', 'electronic_accessories'}), confidence=0.1388888888888889, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '7', 'electronic_accessories'}), confidence=0.045454545454545456, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'cash', 'bangalore', '7'}), confidence=0.08333333333333334, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '7', 'electronic_accessories'}), confidence=0.045454545454545456, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'cash', 'a', '7'}), confidence=0.08333333333333334, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'a', 'cash', '7'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.35714285714285715, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'a', '7', 'electronic_accessories'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5555555555555556, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '7'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.35714285714285715, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'electronic_accessories'}), items_add=frozenset({'cash', 'a'}), confidence=0.5555555555555556, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', '7'}), confidence=0.2777777777777778, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '7'}), confidence=0.2777777777777778, lift=7.71604938271605)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', '7', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', '7'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', '7'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'a', 'female', '7'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '7'}), items_add=frozenset({'cash', 'a'}), confidence=0.375, lift=3.409090909090909)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', '7', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.22222222222222224, lift=4.357298474945535), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.22222222222222224, lift=4.357298474945535), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', '7'}), confidence=0.07272727272727272, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', '7'}), confidence=0.0446927374301676, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', '7'}), confidence=0.07272727272727272, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', '7'}), confidence=0.0446927374301676, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'a', 'cash', '7'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5714285714285714, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'a', 'male', '7'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '7'}), items_add=frozenset({'a', 'male'}), confidence=0.5714285714285714, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7'}), items_add=frozenset({'cash', 'a'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '7'}), confidence=0.15686274509803924, lift=4.357298474945535), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '7'}), confidence=0.15686274509803924, lift=4.357298474945535)])
RelationRecord(items=frozenset({'bangalore', 'cash', '7', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '7', 'member'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '7', 'member'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'a', '7', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.33333333333333337, lift=3.0303030303030307)])
RelationRecord(items=frozenset({'bangalore', 'cash', '7', 'a', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.22222222222222224, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.22222222222222224, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '7', 'normal'}), confidence=0.07272727272727272, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', '7'}), confidence=0.04624277456647399, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '7', 'normal'}), confidence=0.07272727272727272, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'a', '7'}), confidence=0.04624277456647399, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'cash', '7'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', '7', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4444444444444445, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '7'}), items_add=frozenset({'a', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4444444444444445, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', '7'}), confidence=0.14814814814814814, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', '7'}), confidence=0.14814814814814814, lift=4.11522633744856)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'female', '7', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', '7'}), confidence=0.04807692307692308, lift=3.0048076923076925), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', '7'}), confidence=0.04807692307692308, lift=3.0048076923076925), OrderedStatistic(items_base=frozenset({'a', 'female', '7'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3125, lift=3.0048076923076925), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '7'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3125, lift=3.0048076923076925)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', '7', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'credit_card', 'male'}), confidence=0.22222222222222224, lift=3.8986354775828462), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'credit_card', 'male'}), confidence=0.22222222222222224, lift=3.8986354775828462), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '7'}), confidence=0.07692307692307693, lift=3.8461538461538463), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '7'}), confidence=0.0446927374301676, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', '7'}), confidence=0.07692307692307693, lift=3.8461538461538463), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', '7'}), confidence=0.0446927374301676, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '7'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6153846153846154, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'a', 'male', '7'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.4, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '7'}), items_add=frozenset({'a', 'male'}), confidence=0.6153846153846154, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.4, lift=3.8461538461538467), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male'}), items_add=frozenset({'bangalore', '7'}), confidence=0.14035087719298245, lift=3.8986354775828462), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male'}), items_add=frozenset({'a', '7'}), confidence=0.14035087719298245, lift=3.8986354775828462)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '7', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.16666666666666669, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.16666666666666669, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '7', 'member'}), confidence=0.057692307692307696, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '7', 'member'}), confidence=0.057692307692307696, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'a', '7', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', '7'}), confidence=0.12244897959183673, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', '7'}), confidence=0.12244897959183673, lift=3.4013605442176873)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', '7', 'a', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.19444444444444448, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.19444444444444448, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '7', 'normal'}), confidence=0.06730769230769232, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', '7'}), confidence=0.04046242774566474, lift=3.112494441974211), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '7', 'normal'}), confidence=0.06730769230769232, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', '7'}), confidence=0.04046242774566474, lift=3.112494441974211), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '7'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5384615384615385, lift=3.1124944419742113), OrderedStatistic(items_base=frozenset({'a', '7', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.38888888888888895, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '7'}), items_add=frozenset({'a', 'normal'}), confidence=0.5384615384615385, lift=3.1124944419742113), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.38888888888888895, lift=3.7393162393162402), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', '7'}), confidence=0.1272727272727273, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', '7'}), confidence=0.1272727272727273, lift=3.535353535353536)])
RelationRecord(items=frozenset({'bangalore', 'female', '7', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '7', 'debit_card'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '7', 'debit_card'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', '7', 'debit_card'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'debit_card'}), items_add=frozenset({'a', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668)])
RelationRecord(items=frozenset({'bangalore', '7', 'member', 'a', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '7', 'debit_card'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '7', 'debit_card'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', '7', 'debit_card'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'male', '7', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'male', 'electronic_accessories'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'male', 'electronic_accessories'}), confidence=0.19444444444444448, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male', '7'}), confidence=0.11666666666666667, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '7', 'electronic_accessories'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male', '7'}), confidence=0.11666666666666667, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '7', 'electronic_accessories'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'a', '7', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'a', 'male', '7'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.35, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'electronic_accessories'}), items_add=frozenset({'a', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.35, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'a', 'male', 'electronic_accessories'}), items_add=frozenset({'bangalore', '7'}), confidence=0.21875, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'electronic_accessories'}), items_add=frozenset({'a', '7'}), confidence=0.21875, lift=6.076388888888889)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', '7', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'normal'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'electronic_accessories', 'normal'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', '7', 'normal'}), confidence=0.08333333333333334, lift=4.629629629629631), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '7', 'electronic_accessories'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', '7', 'normal'}), confidence=0.08333333333333334, lift=4.629629629629631), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '7', 'electronic_accessories'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', '7', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', '7', 'normal'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.2777777777777778, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'electronic_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'normal'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.2777777777777778, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'normal'}), items_add=frozenset({'bangalore', '7'}), confidence=0.17241379310344826, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', '7'}), confidence=0.17241379310344826, lift=4.7892720306513406)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'female', '7', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female'}), confidence=0.1388888888888889, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'fashion_accessories', 'a', 'female'}), confidence=0.1388888888888889, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female', '7'}), confidence=0.09803921568627452, lift=6.127450980392157), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', '7'}), confidence=0.031055900621118012, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'female', '7'}), confidence=0.09803921568627452, lift=6.127450980392157), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', '7'}), confidence=0.031055900621118012, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'a', '7', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=1.0, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'a', 'female', '7'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.3125, lift=6.127450980392157), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', '7'}), items_add=frozenset({'a', 'female'}), confidence=1.0, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '7'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.3125, lift=6.127450980392157), OrderedStatistic(items_base=frozenset({'a', 'female', 'fashion_accessories'}), items_add=frozenset({'bangalore', '7'}), confidence=0.17857142857142858, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'female'}), items_add=frozenset({'a', '7'}), confidence=0.17857142857142858, lift=4.9603174603174605)])
RelationRecord(items=frozenset({'bangalore', 'female', '7', 'member', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.25, lift=3.125), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.25, lift=3.125), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '7', 'member'}), confidence=0.05590062111801242, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', '7'}), confidence=0.05389221556886227, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '7', 'member'}), confidence=0.05590062111801242, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', '7'}), confidence=0.05389221556886227, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'a', 'female', '7'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5625, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'a', '7', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '7'}), items_add=frozenset({'a', 'member'}), confidence=0.5625, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', '7'}), confidence=0.11249999999999999, lift=3.125), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', '7'}), confidence=0.11249999999999999, lift=3.125)])
RelationRecord(items=frozenset({'bangalore', 'female', '7', 'a', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'female', 'sports_and_travel'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '7', 'sports_and_travel'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', '7'}), confidence=0.08474576271186442, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '7', 'sports_and_travel'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', '7'}), confidence=0.08474576271186442, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'a', 'female', '7'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.3125, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'a', '7', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '7'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.3125, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'sports_and_travel'}), items_add=frozenset({'a', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel'}), items_add=frozenset({'bangalore', '7'}), confidence=0.17241379310344826, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'a', '7'}), confidence=0.17241379310344826, lift=4.7892720306513406)])
RelationRecord(items=frozenset({'bangalore', 'male', '7', 'food_and_beverages', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'male', 'food_and_beverages'}), confidence=0.1388888888888889, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'male', 'food_and_beverages'}), confidence=0.1388888888888889, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male', '7'}), confidence=0.08620689655172413, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '7', 'food_and_beverages'}), confidence=0.02793296089385475, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'male', '7'}), confidence=0.08620689655172413, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '7', 'food_and_beverages'}), confidence=0.02793296089385475, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', '7', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', 'male', '7'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'food_and_beverages'}), items_add=frozenset({'a', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'male', 'food_and_beverages'}), items_add=frozenset({'bangalore', '7'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'food_and_beverages'}), items_add=frozenset({'a', '7'}), confidence=0.14285714285714285, lift=3.9682539682539684)])
RelationRecord(items=frozenset({'bangalore', 'male', '7', 'a', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.3055555555555556, lift=3.3212560386473435), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.3055555555555556, lift=3.3212560386473435), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '7', 'normal'}), confidence=0.061452513966480445, lift=3.4140285536933583), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '7'}), confidence=0.06358381502890173, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '7', 'normal'}), confidence=0.061452513966480445, lift=3.4140285536933583), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '7'}), confidence=0.06358381502890173, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'a', 'male', '7'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5499999999999999, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'a', '7', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6111111111111112, lift=3.414028553693359), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7'}), items_add=frozenset({'a', 'normal'}), confidence=0.5499999999999999, lift=3.1791907514450863), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.6111111111111112, lift=3.414028553693359), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', '7'}), confidence=0.11956521739130434, lift=3.321256038647343), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '7'}), confidence=0.11956521739130434, lift=3.321256038647343)])
RelationRecord(items=frozenset({'bangalore', '7', 'a', 'sports_and_travel', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'normal'}), confidence=0.16666666666666669, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'a', 'sports_and_travel', 'normal'}), confidence=0.16666666666666669, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '7', 'sports_and_travel'}), confidence=0.034682080924855495, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', '7', 'normal'}), confidence=0.1016949152542373, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '7', 'sports_and_travel'}), confidence=0.034682080924855495, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', '7', 'normal'}), confidence=0.1016949152542373, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'a', '7', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.33333333333333337, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'a', '7', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'normal'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.33333333333333337, lift=5.649717514124295), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'sports_and_travel'}), items_add=frozenset({'a', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'normal'}), items_add=frozenset({'bangalore', '7'}), confidence=0.2, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'a', '7'}), confidence=0.2, lift=5.555555555555556)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', '7'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', '7', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', '7', 'b'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.2857142857142857, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.2857142857142857, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', '7', 'mangalore'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', '7', 'mangalore'}), confidence=0.04938271604938271, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', '7'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', '7', 'b'}), confidence=0.04938271604938271, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'b', 'cash', '7'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6666666666666666, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'b', 'female', '7'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.47058823529411764, lift=4.278074866310161), OrderedStatistic(items_base=frozenset({'cash', '7', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6666666666666666, lift=4.11522633744856), OrderedStatistic(items_base=frozenset({'female', '7', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.47058823529411764, lift=4.278074866310161), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.1509433962264151, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.1509433962264151, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', '7', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '7', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '7', 'b', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.2857142857142857, lift=5.012531328320802), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.2857142857142857, lift=5.012531328320802), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'7', 'normal', 'mangalore'}), confidence=0.07272727272727272, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', '7', 'mangalore'}), confidence=0.04790419161676646, lift=3.992015968063872), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '7', 'normal'}), confidence=0.07272727272727272, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', '7', 'b'}), confidence=0.04790419161676646, lift=3.992015968063872), OrderedStatistic(items_base=frozenset({'b', 'cash', '7'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'b', '7', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5333333333333333, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'cash', '7', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'7', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5333333333333333, lift=4.848484848484849), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.14035087719298245, lift=5.012531328320802), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.14035087719298245, lift=5.012531328320802), OrderedStatistic(items_base=frozenset({'b', 'cash', '7', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '7', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', '7'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '7', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '7'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.25, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '7', 'mangalore'}), confidence=0.06422018348623854, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '7', 'mangalore'}), confidence=0.043209876543209874, lift=4.320987654320987), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '7'}), confidence=0.06422018348623854, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '7'}), confidence=0.043209876543209874, lift=4.320987654320987), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.7, lift=4.320987654320987), OrderedStatistic(items_base=frozenset({'b', 'female', '7'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4117647058823529, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.7, lift=4.320987654320987), OrderedStatistic(items_base=frozenset({'female', '7', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4117647058823529, lift=3.777657852131678), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.11864406779661017, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.11864406779661017, lift=4.237288135593221), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', '7'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', '7', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '7', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '7', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'7', 'member', 'mangalore'}), confidence=0.045871559633027525, lift=3.5285815102328866), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '7', 'mangalore'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '7', 'member'}), confidence=0.045871559633027525, lift=3.5285815102328866), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '7'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', '7', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.38461538461538464, lift=3.5285815102328866), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'7', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.38461538461538464, lift=3.5285815102328866), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', '7', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '7', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '7', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.17857142857142858, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.17857142857142858, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'7', 'normal', 'mangalore'}), confidence=0.045871559633027525, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '7', 'normal'}), confidence=0.045871559633027525, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'b', '7', 'normal'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.33333333333333337, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'7', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.33333333333333337, lift=3.0581039755351687), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.10869565217391305, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.10869565217391305, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '7', 'fashion_accessories'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'female', '7', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '7', 'fashion_accessories'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.17857142857142858, lift=5.411255411255411), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'female', 'fashion_accessories'}), confidence=0.17857142857142858, lift=5.411255411255411), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'female', '7', 'mangalore'}), confidence=0.08064516129032258, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'fashion_accessories', '7', 'mangalore'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'female', '7'}), confidence=0.08064516129032258, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '7', 'fashion_accessories'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', '7', 'fashion_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', 'female', '7'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.29411764705882354, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'fashion_accessories', '7', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'female', '7', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.29411764705882354, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'b', 'female', 'fashion_accessories'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.15151515151515152, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.15151515151515152, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'b', 'female', '7', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', '7', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', '7', 'fashion_accessories', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', '7', 'normal', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', '7', 'fashion_accessories'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'fashion_accessories', 'normal', 'mangalore'}), confidence=0.21428571428571427, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'normal', 'fashion_accessories'}), confidence=0.21428571428571427, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'7', 'normal', 'mangalore'}), confidence=0.0967741935483871, lift=6.451612903225807), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'fashion_accessories', '7', 'mangalore'}), confidence=0.03592814371257485, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', '7', 'normal'}), confidence=0.0967741935483871, lift=6.451612903225807), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', '7', 'fashion_accessories'}), confidence=0.03592814371257485, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'b', '7', 'fashion_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'b', '7', 'normal'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.4, lift=6.451612903225807), OrderedStatistic(items_base=frozenset({'fashion_accessories', '7', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'7', 'normal', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.4, lift=6.451612903225807), OrderedStatistic(items_base=frozenset({'b', 'normal', 'fashion_accessories'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.2, lift=7.142857142857143), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.2, lift=7.142857142857143), OrderedStatistic(items_base=frozenset({'b', 'normal', '7', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', '7', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '7', 'member'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '7', 'member', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '7', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.39285714285714285, lift=4.621848739495798), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.39285714285714285, lift=4.621848739495798), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'7', 'member', 'mangalore'}), confidence=0.06790123456790123, lift=5.223171889838556), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '7', 'mangalore'}), confidence=0.06666666666666667, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '7', 'member'}), confidence=0.06790123456790123, lift=5.223171889838556), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '7'}), confidence=0.06666666666666667, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'b', 'female', '7'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.6470588235294117, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'b', '7', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.8461538461538461, lift=5.223171889838556), OrderedStatistic(items_base=frozenset({'female', '7', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.6470588235294117, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'7', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.8461538461538461, lift=5.223171889838556), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.12941176470588234, lift=4.621848739495798), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.12941176470588234, lift=4.621848739495798), OrderedStatistic(items_base=frozenset({'b', 'female', '7', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '7', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '7', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '7', 'normal', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '7', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '7', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '7', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '7', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '7', 'normal', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '7', 'normal'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.3214285714285714, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.3214285714285714, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'7', 'normal', 'mangalore'}), confidence=0.05294117647058823, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '7', 'mangalore'}), confidence=0.05389221556886227, lift=4.899292324442025), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '7', 'normal'}), confidence=0.05294117647058823, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '7'}), confidence=0.05389221556886227, lift=4.899292324442025), OrderedStatistic(items_base=frozenset({'b', 'male', '7'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.8181818181818181, lift=4.899292324442024), OrderedStatistic(items_base=frozenset({'b', '7', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'male', '7', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.8181818181818181, lift=4.899292324442024), OrderedStatistic(items_base=frozenset({'7', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'male', '7', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '7', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'male', 'c', '7', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', '7'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', '7', 'c'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.2105263157894737, lift=3.6297640653357535), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.2105263157894737, lift=3.6297640653357535), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', '7'}), confidence=0.05333333333333334, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', '7', 'c'}), confidence=0.05333333333333334, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'cash', '7', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6666666666666666, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7'}), items_add=frozenset({'male', 'c'}), confidence=0.6666666666666666, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.13793103448275862, lift=3.629764065335753), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'7', 'c'}), confidence=0.13793103448275862, lift=3.629764065335753), OrderedStatistic(items_base=frozenset({'cash', 'male', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', '7', 'member', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '7', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '7', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', '7', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', '7', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '7', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '7', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '7'}), confidence=0.03773584905660377, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', '7', 'c'}), confidence=0.03773584905660377, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', '7', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7'}), items_add=frozenset({'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', '7', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', 'c', '7', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', '7'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', '7', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', '7'}), confidence=0.061224489795918366, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', '7'}), confidence=0.033707865168539325, lift=3.0643513789581207), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', '7', 'c'}), confidence=0.061224489795918366, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', '7', 'c'}), confidence=0.033707865168539325, lift=3.0643513789581207), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5454545454545455, lift=3.064351378958121), OrderedStatistic(items_base=frozenset({'female', '7', 'c'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.375, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7'}), items_add=frozenset({'female', 'c'}), confidence=0.5454545454545455, lift=3.064351378958121), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.375, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'credit_card', 'c', '7', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '7', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '7', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.23684210526315788, lift=3.9473684210526314), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.23684210526315788, lift=3.9473684210526314), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '7', 'member'}), confidence=0.09183673469387754, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', '7'}), confidence=0.05325443786982248, lift=4.841312533620226), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'7', 'c', 'member'}), confidence=0.09183673469387754, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', '7', 'c'}), confidence=0.05325443786982248, lift=4.841312533620226), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.8181818181818181, lift=4.841312533620226), OrderedStatistic(items_base=frozenset({'7', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.44999999999999996, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7'}), items_add=frozenset({'c', 'member'}), confidence=0.8181818181818181, lift=4.841312533620226), OrderedStatistic(items_base=frozenset({'mysore', '7', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.44999999999999996, lift=4.591836734693877), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', '7'}), confidence=0.15, lift=3.9473684210526314), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'7', 'c'}), confidence=0.15, lift=3.9473684210526314), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'c', '7', 'mysore', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', '7', 'sports_and_travel'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '7', 'c', 'sports_and_travel'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'sports_and_travel'}), confidence=0.13157894736842105, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'credit_card', '7'}), items_add=frozenset({'mysore', 'sports_and_travel', 'c'}), confidence=0.14705882352941177, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'credit_card', 'sports_and_travel', 'c'}), confidence=0.13157894736842105, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '7', 'sports_and_travel'}), confidence=0.05102040816326531, lift=5.6689342403628125), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'credit_card', 'mysore', '7'}), confidence=0.11111111111111112, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'7', 'c', 'sports_and_travel'}), confidence=0.05102040816326531, lift=5.6689342403628125), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'credit_card', '7', 'c'}), confidence=0.11111111111111112, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.4545454545454546, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'7', 'c', 'sports_and_travel'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.5555555555555556, lift=5.668934240362812), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.4545454545454546, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'mysore', '7', 'sports_and_travel'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.5555555555555556, lift=5.668934240362812), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.2631578947368421, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'c'}), items_add=frozenset({'credit_card', '7'}), confidence=0.11111111111111112, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'sports_and_travel'}), items_add=frozenset({'7', 'c'}), confidence=0.2631578947368421, lift=6.925207756232687), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', '7', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '7', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '7', 'c', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'female', '7'}), confidence=0.05660377358490566, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'female', '7', 'c'}), confidence=0.05660377358490566, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'female', '7', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.375, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.375, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'female', '7', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '7', 'mysore', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '7', 'debit_card'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '7', 'c', 'debit_card'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.23684210526315788, lift=4.643962848297214), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.23684210526315788, lift=4.643962848297214), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.08490566037735849, lift=3.8593481989708405), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '7', 'debit_card'}), confidence=0.06, lift=4.0), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.08490566037735849, lift=3.8593481989708405), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'7', 'c', 'debit_card'}), confidence=0.06, lift=4.0), OrderedStatistic(items_base=frozenset({'7', 'c', 'debit_card'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.40909090909090906, lift=3.8593481989708405), OrderedStatistic(items_base=frozenset({'mysore', '7', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.40909090909090906, lift=3.8593481989708405), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.17647058823529413, lift=4.643962848297214), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'7', 'c'}), confidence=0.17647058823529413, lift=4.643962848297214), OrderedStatistic(items_base=frozenset({'male', '7', 'c', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '7', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'7', 'debit_card'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.23333333333333334, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'7', 'normal', 'debit_card'}), confidence=0.04666666666666667, lift=3.111111111111111), OrderedStatistic(items_base=frozenset({'7', 'normal', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.4666666666666667, lift=3.111111111111111), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'7', 'debit_card'}), confidence=0.09090909090909091, lift=3.0303030303030307)])
RelationRecord(items=frozenset({'c', '7', 'member', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', '7', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', '7', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'member', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'c', '7', 'mysore', 'debit_card', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7', 'normal', 'debit_card'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c', 'normal', 'debit_card'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.2631578947368421, lift=4.6992481203007515), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.2631578947368421, lift=4.6992481203007515), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '7', 'normal'}), confidence=0.09433962264150944, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '7', 'debit_card'}), confidence=0.06289308176100629, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'7', 'c', 'normal'}), confidence=0.09433962264150944, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'7', 'c', 'debit_card'}), confidence=0.06289308176100629, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'7', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6666666666666667, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5555555555555556, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', '7', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.6666666666666667, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5555555555555556, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '7'}), confidence=0.17857142857142858, lift=4.699248120300752), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'7', 'c'}), confidence=0.17857142857142858, lift=4.699248120300752), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'female', 'c', '7', 'member', 'mysore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '7', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '7', 'c', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', '7'}), confidence=0.05917159763313609, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', '7', 'c'}), confidence=0.05917159763313609, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'female', '7', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.625, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7'}), items_add=frozenset({'c', 'member'}), confidence=0.625, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'female', '7', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', '7', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '7', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '7', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', '7', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '7', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '7', 'health_and_beauty', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore', '7'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'male', '7', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore'}), confidence=0.15789473684210528, lift=5.44464609800363), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'health_and_beauty', 'male', 'c'}), confidence=0.15789473684210528, lift=5.44464609800363), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.11538461538461539, lift=5.244755244755245), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '7'}), confidence=0.04, lift=4.0), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.11538461538461539, lift=5.244755244755245), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'health_and_beauty', '7', 'c'}), confidence=0.04, lift=4.0), OrderedStatistic(items_base=frozenset({'health_and_beauty', '7', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.27272727272727276, lift=5.244755244755246), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '7'}), items_add=frozenset({'male', 'c'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.27272727272727276, lift=5.244755244755246), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c'}), items_add=frozenset({'mysore', '7'}), confidence=0.20689655172413793, lift=5.44464609800363), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore'}), items_add=frozenset({'7', 'c'}), confidence=0.20689655172413793, lift=5.44464609800363), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '7', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore', '7'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'c', '7', 'member', 'health_and_beauty', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', '7', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', '7', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'member'}), confidence=0.15789473684210528, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'health_and_beauty', 'c', 'member'}), confidence=0.15789473684210528, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'mysore', '7', 'member'}), confidence=0.11538461538461539, lift=5.769230769230769), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'health_and_beauty', 'mysore', '7'}), confidence=0.03550295857988166, lift=3.5502958579881656), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'7', 'c', 'member'}), confidence=0.11538461538461539, lift=5.769230769230769), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'health_and_beauty', '7', 'c'}), confidence=0.03550295857988166, lift=3.5502958579881656), OrderedStatistic(items_base=frozenset({'health_and_beauty', '7', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6, lift=3.550295857988165), OrderedStatistic(items_base=frozenset({'7', 'c', 'member'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.3, lift=5.769230769230769), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '7'}), items_add=frozenset({'c', 'member'}), confidence=0.6, lift=3.550295857988165), OrderedStatistic(items_base=frozenset({'mysore', '7', 'member'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.3, lift=5.769230769230769), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'member'}), items_add=frozenset({'mysore', '7'}), confidence=0.24, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'member'}), items_add=frozenset({'7', 'c'}), confidence=0.24, lift=6.315789473684211), OrderedStatistic(items_base=frozenset({'health_and_beauty', '7', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', '7', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'male', 'c', '7', 'mysore', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', '7', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '7', 'c', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.31578947368421056, lift=4.101161995898838), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.31578947368421056, lift=4.101161995898838), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '7', 'normal'}), confidence=0.08, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.07547169811320754, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'7', 'c', 'normal'}), confidence=0.08, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.07547169811320754, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5454545454545455, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6666666666666667, lift=4.4444444444444455), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'c', 'normal'}), confidence=0.5454545454545455, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.6666666666666667, lift=4.4444444444444455), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '7'}), confidence=0.15584415584415584, lift=4.101161995898838), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'7', 'c'}), confidence=0.15584415584415584, lift=4.101161995898838), OrderedStatistic(items_base=frozenset({'male', '7', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'c', '7', 'member', 'mysore', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '7', 'sports_and_travel', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'7', 'c', 'sports_and_travel', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'member'}), confidence=0.13157894736842105, lift=4.6992481203007515), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'sports_and_travel', 'c', 'member'}), confidence=0.13157894736842105, lift=4.6992481203007515), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', '7', 'sports_and_travel'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', '7', 'member'}), confidence=0.11111111111111112, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'7', 'c', 'sports_and_travel'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'7', 'c', 'member'}), confidence=0.11111111111111112, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'7', 'c', 'member'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.25, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'7', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'mysore', '7', 'member'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.25, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'mysore', '7', 'sports_and_travel'}), items_add=frozenset({'c', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'member'}), items_add=frozenset({'mysore', '7'}), confidence=0.17857142857142858, lift=4.699248120300752), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'member'}), items_add=frozenset({'7', 'c'}), confidence=0.17857142857142858, lift=4.699248120300752), OrderedStatistic(items_base=frozenset({'7', 'c', 'sports_and_travel', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '7', 'sports_and_travel', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'male', '7', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'cash', '7'}), items_add=frozenset({'male', 'electronic_accessories', 'normal'}), confidence=0.15789473684210528, lift=3.6719706242350068), OrderedStatistic(items_base=frozenset({'7', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'normal'}), confidence=0.375, lift=4.261363636363637), OrderedStatistic(items_base=frozenset({'7', 'normal'}), items_add=frozenset({'cash', 'male', 'electronic_accessories'}), confidence=0.11764705882352942, lift=3.5650623885918007), OrderedStatistic(items_base=frozenset({'cash', 'male'}), items_add=frozenset({'7', 'electronic_accessories', 'normal'}), confidence=0.03614457831325301, lift=3.285870755750274), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories'}), items_add=frozenset({'cash', '7', 'normal'}), confidence=0.06976744186046513, lift=3.1712473572938698), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'male', '7'}), confidence=0.06521739130434782, lift=3.260869565217391), OrderedStatistic(items_base=frozenset({'cash', 'male', '7'}), items_add=frozenset({'electronic_accessories', 'normal'}), confidence=0.3, lift=3.260869565217391), OrderedStatistic(items_base=frozenset({'cash', '7', 'normal'}), items_add=frozenset({'male', 'electronic_accessories'}), confidence=0.27272727272727276, lift=3.1712473572938698), OrderedStatistic(items_base=frozenset({'7', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'male'}), confidence=0.5454545454545455, lift=3.285870755750274), OrderedStatistic(items_base=frozenset({'cash', 'male', 'electronic_accessories'}), items_add=frozenset({'7', 'normal'}), confidence=0.18181818181818182, lift=3.5650623885918007), OrderedStatistic(items_base=frozenset({'cash', 'male', 'normal'}), items_add=frozenset({'7', 'electronic_accessories'}), confidence=0.06818181818181819, lift=4.261363636363637), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', '7'}), confidence=0.13953488372093026, lift=3.6719706242350068)])
RelationRecord(items=frozenset({'cash', 'female', '7', 'fashion_accessories', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'fashion_accessories'}), items_add=frozenset({'cash', 'female', '7', 'normal'}), confidence=0.02808988764044944, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'female', '7'}), items_add=frozenset({'cash', 'normal', 'fashion_accessories'}), confidence=0.10204081632653061, lift=3.0012004801920766), OrderedStatistic(items_base=frozenset({'7', 'normal'}), items_add=frozenset({'cash', 'female', 'fashion_accessories'}), confidence=0.09803921568627452, lift=3.50140056022409), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories'}), items_add=frozenset({'female', '7', 'normal'}), confidence=0.08771929824561403, lift=4.616805170821791), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal'}), items_add=frozenset({'cash', 'female', '7'}), confidence=0.05434782608695653, lift=3.019323671497585), OrderedStatistic(items_base=frozenset({'cash', 'female', '7'}), items_add=frozenset({'fashion_accessories', 'normal'}), confidence=0.2777777777777778, lift=3.0193236714975846), OrderedStatistic(items_base=frozenset({'female', '7', 'normal'}), items_add=frozenset({'cash', 'fashion_accessories'}), confidence=0.2631578947368421, lift=4.616805170821791), OrderedStatistic(items_base=frozenset({'cash', 'female', 'fashion_accessories'}), items_add=frozenset({'7', 'normal'}), confidence=0.17857142857142858, lift=3.50140056022409), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'fashion_accessories'}), items_add=frozenset({'female', '7'}), confidence=0.14705882352941177, lift=3.0012004801920766), OrderedStatistic(items_base=frozenset({'cash', 'female', '7', 'normal'}), items_add=frozenset({'fashion_accessories'}), confidence=0.625, lift=3.51123595505618)])
RelationRecord(items=frozenset({'credit_card', 'male', '7', 'member', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'credit_card'}), items_add=frozenset({'male', '7', 'sports_and_travel', 'member'}), confidence=0.01607717041800643, lift=3.215434083601286), OrderedStatistic(items_base=frozenset({'sports_and_travel'}), items_add=frozenset({'credit_card', '7', 'male', 'member'}), confidence=0.030120481927710843, lift=3.346720214190094), OrderedStatistic(items_base=frozenset({'credit_card', '7'}), items_add=frozenset({'male', 'sports_and_travel', 'member'}), confidence=0.14705882352941177, lift=4.0849673202614385), OrderedStatistic(items_base=frozenset({'7', 'member'}), items_add=frozenset({'credit_card', 'male', 'sports_and_travel'}), confidence=0.09803921568627452, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'credit_card', 'member'}), items_add=frozenset({'male', '7', 'sports_and_travel'}), confidence=0.029069767441860468, lift=3.229974160206719), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel'}), items_add=frozenset({'male', '7', 'member'}), confidence=0.09433962264150944, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel'}), items_add=frozenset({'credit_card', '7', 'member'}), confidence=0.06410256410256411, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member'}), items_add=frozenset({'credit_card', '7', 'male'}), confidence=0.0574712643678161, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'male'}), items_add=frozenset({'sports_and_travel', 'member'}), confidence=0.3125, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'member'}), items_add=frozenset({'male', 'sports_and_travel'}), confidence=0.25, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'male', '7', 'member'}), items_add=frozenset({'credit_card', 'sports_and_travel'}), confidence=0.23809523809523808, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'male', '7', 'sports_and_travel'}), items_add=frozenset({'credit_card', 'member'}), confidence=0.5555555555555556, lift=3.229974160206719), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'sports_and_travel'}), items_add=frozenset({'7', 'member'}), confidence=0.19999999999999998, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'member'}), items_add=frozenset({'credit_card', '7'}), confidence=0.1388888888888889, lift=4.084967320261438), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'male', 'member'}), items_add=frozenset({'sports_and_travel'}), confidence=0.5555555555555556, lift=3.3467202141900936), OrderedStatistic(items_base=frozenset({'male', '7', 'sports_and_travel', 'member'}), items_add=frozenset({'credit_card'}), confidence=1.0, lift=3.215434083601286)])
RelationRecord(items=frozenset({'male', '7', 'mysore', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'7', 'debit_card'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.23333333333333334, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'7', 'normal', 'debit_card'}), confidence=0.04666666666666667, lift=3.111111111111111), OrderedStatistic(items_base=frozenset({'7', 'normal', 'debit_card'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4666666666666667, lift=3.111111111111111), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'7', 'debit_card'}), confidence=0.09090909090909091, lift=3.0303030303030307)])
RelationRecord(items=frozenset({'bangalore', '8', 'cash', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.19999999999999998, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.19999999999999998, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', '8', 'member'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', '8'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', '8', 'member'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', '8'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'a', 'cash', '8'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'a', '8', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38461538461538464, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '8'}), items_add=frozenset({'a', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.38461538461538464, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', '8'}), confidence=0.08928571428571429, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', '8'}), confidence=0.08928571428571429, lift=3.571428571428571)])
RelationRecord(items=frozenset({'bangalore', '8', 'credit_card', 'female', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.19999999999999998, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.19999999999999998, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', '8'}), confidence=0.04807692307692308, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', '8'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', '8'}), confidence=0.04807692307692308, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', '8'}), confidence=0.031055900621118012, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '8'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'a', 'female', '8'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.4545454545454546, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '8'}), items_add=frozenset({'a', 'female'}), confidence=0.5555555555555556, lift=3.450655624568668), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '8'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.4545454545454546, lift=4.370629370629371), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', '8'}), confidence=0.10638297872340426, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', '8'}), confidence=0.10638297872340426, lift=4.25531914893617)])
RelationRecord(items=frozenset({'bangalore', '8', 'credit_card', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.19999999999999998, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.19999999999999998, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '8', 'normal'}), confidence=0.04807692307692308, lift=4.006410256410256), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', '8'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '8', 'normal'}), confidence=0.04807692307692308, lift=4.006410256410256), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', '8'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '8'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', '8', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.4166666666666667, lift=4.006410256410256), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '8'}), items_add=frozenset({'a', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.4166666666666667, lift=4.006410256410256), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', '8'}), confidence=0.09090909090909091, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', '8'}), confidence=0.09090909090909091, lift=3.6363636363636362)])
RelationRecord(items=frozenset({'bangalore', '8', 'male', 'a', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.27999999999999997, lift=3.943661971830986), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.27999999999999997, lift=3.943661971830986), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '8'}), confidence=0.05555555555555556, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '8', 'debit_card'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '8'}), confidence=0.05555555555555556, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '8', 'debit_card'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'a', '8', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'a', 'male', '8'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.5, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '8'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.5, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '8'}), confidence=0.09859154929577466, lift=3.943661971830986), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '8'}), confidence=0.09859154929577466, lift=3.943661971830986)])
RelationRecord(items=frozenset({'bangalore', '8', 'a', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.19999999999999998, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.19999999999999998, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '8', 'normal'}), confidence=0.03968253968253968, lift=3.3068783068783065), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '8', 'debit_card'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '8', 'normal'}), confidence=0.03968253968253968, lift=3.3068783068783065), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '8', 'debit_card'}), confidence=0.028901734104046246, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', '8', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', '8', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4166666666666667, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4166666666666667, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '8'}), confidence=0.078125, lift=3.125), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', '8'}), confidence=0.078125, lift=3.125)])
RelationRecord(items=frozenset({'bangalore', '8', 'female', 'home_and_lifestyle', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '8', 'home_and_lifestyle'}), confidence=0.031055900621118012, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', '8'}), confidence=0.07692307692307693, lift=6.993006993006994), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '8', 'home_and_lifestyle'}), confidence=0.031055900621118012, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', '8'}), confidence=0.07692307692307693, lift=6.993006993006994), OrderedStatistic(items_base=frozenset({'a', 'female', '8'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.4545454545454546, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'a', '8', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '8'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.4545454545454546, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '8'}), confidence=0.15625, lift=6.25), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'a', '8'}), confidence=0.15625, lift=6.25)])
RelationRecord(items=frozenset({'bangalore', '8', 'female', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '8', 'normal'}), confidence=0.037267080745341616, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', '8'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '8', 'normal'}), confidence=0.037267080745341616, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '8'}), confidence=0.034682080924855495, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', 'female', '8'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'a', '8', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '8'}), items_add=frozenset({'a', 'normal'}), confidence=0.5454545454545455, lift=3.1529164477141363), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013)])
RelationRecord(items=frozenset({'bangalore', '8', 'male', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '8'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.32, lift=3.6781609195402303), OrderedStatistic(items_base=frozenset({'bangalore', '8'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.32, lift=3.6781609195402303), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '8', 'member'}), confidence=0.0446927374301676, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', '8'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '8', 'member'}), confidence=0.0446927374301676, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', '8'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', 'male', '8'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', '8', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6153846153846154, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '8'}), items_add=frozenset({'a', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', '8', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.6153846153846154, lift=3.4379028792436617), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '8'}), confidence=0.09195402298850576, lift=3.6781609195402303), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', '8'}), confidence=0.09195402298850576, lift=3.6781609195402303)])
RelationRecord(items=frozenset({'8', 'mangalore', 'cash', 'male', 'b'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', '8', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', '8', 'b'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '8', 'mangalore'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '8', 'b'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'cash', '8'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'cash', '8', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'cash', 'male', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'cash', 'b', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '8', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '8', 'b', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'8', 'normal', 'mangalore'}), confidence=0.045454545454545456, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', '8', 'mangalore'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '8', 'normal'}), confidence=0.045454545454545456, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', '8', 'b'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'b', 'cash', '8'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'b', '8', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.35714285714285715, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'cash', '8', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'8', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.35714285714285715, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', 'cash', '8', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '8', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'8', 'mangalore', 'credit_card', 'b', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '8', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '8', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.2, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.2, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'8', 'member', 'mangalore'}), confidence=0.05504587155963303, lift=3.4403669724770642), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '8', 'mangalore'}), confidence=0.03636363636363636, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.05504587155963303, lift=3.4403669724770642), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '8'}), confidence=0.03636363636363636, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '8'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.75, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.375, lift=3.4403669724770642), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.75, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.375, lift=3.4403669724770642), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.09523809523809523, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.09523809523809523, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '8', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'female', 'b', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '8', 'debit_card', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '8', 'debit_card'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.3, lift=5.999999999999999), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.3, lift=5.999999999999999), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '8', 'mangalore'}), confidence=0.07964601769911503, lift=6.126616746085772), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'8', 'debit_card', 'mangalore'}), confidence=0.05555555555555555, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '8'}), confidence=0.07964601769911503, lift=6.126616746085772), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '8', 'debit_card'}), confidence=0.05555555555555555, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6428571428571428, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'b', 'female', '8'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.6923076923076923, lift=6.126616746085772), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6428571428571428, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'female', '8', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.6923076923076923, lift=6.126616746085772), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.17999999999999997, lift=5.999999999999999), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.17999999999999997, lift=5.999999999999999), OrderedStatistic(items_base=frozenset({'b', 'female', '8', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '8', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'male', 'b', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '8', 'debit_card', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '8', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', '8', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '8', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'b', 'member', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'debit_card', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'debit_card', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.23333333333333334, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.23333333333333334, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'8', 'member', 'mangalore'}), confidence=0.061946902654867256, lift=3.8716814159292032), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'8', 'debit_card', 'mangalore'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.061946902654867256, lift=3.8716814159292032), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '8', 'debit_card'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4375, lift=3.8716814159292032), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4375, lift=3.8716814159292032), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.14285714285714285, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.14285714285714285, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'b', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'debit_card', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '8', 'debit_card', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.23333333333333334, lift=3.6458333333333335), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.23333333333333334, lift=3.6458333333333335), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'8', 'normal', 'mangalore'}), confidence=0.061946902654867256, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '8', 'normal'}), confidence=0.061946902654867256, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'b', '8', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'8', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.109375, lift=3.6458333333333335), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.109375, lift=3.6458333333333335), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'electronic_accessories', 'mangalore', 'female', 'b'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '8', 'electronic_accessories', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '8', 'electronic_accessories'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.16666666666666669, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.16666666666666669, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'female', '8', 'mangalore'}), confidence=0.09090909090909091, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'8', 'electronic_accessories', 'mangalore'}), confidence=0.030864197530864196, lift=5.144032921810699), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female', '8'}), confidence=0.09090909090909091, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '8', 'electronic_accessories'}), confidence=0.030864197530864196, lift=5.144032921810699), OrderedStatistic(items_base=frozenset({'b', '8', 'electronic_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.8333333333333334, lift=5.1440329218107), OrderedStatistic(items_base=frozenset({'b', 'female', '8'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.38461538461538464, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'8', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.8333333333333334, lift=5.1440329218107), OrderedStatistic(items_base=frozenset({'female', '8', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.38461538461538464, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.17857142857142858, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.17857142857142858, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'b', 'female', '8', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '8', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'female', 'b', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '8', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '8', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '8', 'mangalore'}), confidence=0.04242424242424242, lift=3.263403263403263), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '8'}), confidence=0.04242424242424242, lift=3.263403263403263), OrderedStatistic(items_base=frozenset({'b', 'female', '8'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5384615384615385, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'female', '8', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5384615384615385, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'b', 'female', '8', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '8', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'female', 'b', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '8', 'normal', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '8', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', '8', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '8', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'male', 'b', 'health_and_beauty'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', '8', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', '8'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.2, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male'}), confidence=0.2, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', '8', 'mangalore'}), confidence=0.11320754716981132, lift=6.659267480577136), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', '8', 'mangalore'}), confidence=0.03529411764705882, lift=5.042016806722689), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', '8'}), confidence=0.11320754716981132, lift=6.659267480577136), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '8'}), confidence=0.03529411764705882, lift=5.042016806722689), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '8'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.8571428571428571, lift=5.042016806722688), OrderedStatistic(items_base=frozenset({'b', 'male', '8'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.3529411764705882, lift=6.659267480577136), OrderedStatistic(items_base=frozenset({'health_and_beauty', '8', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.8571428571428571, lift=5.042016806722688), OrderedStatistic(items_base=frozenset({'male', '8', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.3529411764705882, lift=6.659267480577136), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.18181818181818182, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.18181818181818182, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', '8'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '8', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'b', 'member', 'health_and_beauty'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '8', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '8', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.16666666666666669, lift=6.4102564102564115), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.16666666666666669, lift=6.4102564102564115), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'8', 'member', 'mangalore'}), confidence=0.09433962264150944, lift=5.89622641509434), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'health_and_beauty', '8', 'mangalore'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.09433962264150944, lift=5.89622641509434), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '8'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '8'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.3125, lift=5.89622641509434), OrderedStatistic(items_base=frozenset({'health_and_beauty', '8', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.3125, lift=5.89622641509434), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.19230769230769232, lift=6.410256410256411), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.19230769230769232, lift=6.410256410256411), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '8', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '8', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'male', 'b', 'member'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '8', 'member', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '8', 'member'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.3, lift=3.75), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.3, lift=3.75), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'8', 'member', 'mangalore'}), confidence=0.05294117647058823, lift=3.308823529411764), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'male', '8', 'mangalore'}), confidence=0.054545454545454536, lift=3.2085561497326194), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.05294117647058823, lift=3.308823529411764), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'male', '8'}), confidence=0.054545454545454536, lift=3.2085561497326194), OrderedStatistic(items_base=frozenset({'b', 'male', '8'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5294117647058822, lift=3.2085561497326194), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5625, lift=3.3088235294117645), OrderedStatistic(items_base=frozenset({'male', '8', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5294117647058822, lift=3.2085561497326194), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5625, lift=3.3088235294117645), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.11249999999999999, lift=3.7499999999999996), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.11249999999999999, lift=3.7499999999999996), OrderedStatistic(items_base=frozenset({'b', 'male', '8', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '8', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'male', 'b', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '8', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '8', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'8', 'normal', 'mangalore'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '8', 'normal'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'b', '8', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'8', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'b', 'male', '8', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '8', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'cash', 'female', 'c', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', '8', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', '8', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.23333333333333334, lift=3.535353535353535), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.23333333333333334, lift=3.535353535353535), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', '8'}), confidence=0.056451612903225805, lift=3.1362007168458783), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', '8', 'mysore'}), confidence=0.03932584269662922, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '8', 'c'}), confidence=0.056451612903225805, lift=3.1362007168458783), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '8', 'c'}), confidence=0.03932584269662922, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'cash', '8', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6363636363636365, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'female', '8', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.38888888888888895, lift=3.1362007168458788), OrderedStatistic(items_base=frozenset({'cash', '8', 'mysore'}), items_add=frozenset({'female', 'c'}), confidence=0.6363636363636365, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8'}), items_add=frozenset({'cash', 'c'}), confidence=0.38888888888888895, lift=3.1362007168458788), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', '8'}), confidence=0.10606060606060606, lift=3.5353535353535355), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'8', 'c'}), confidence=0.10606060606060606, lift=3.5353535353535355), OrderedStatistic(items_base=frozenset({'cash', 'female', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '8', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'cash', 'c', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '8', 'normal', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '8', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.23333333333333334, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.23333333333333334, lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '8', 'normal'}), confidence=0.056451612903225805, lift=3.1362007168458783), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', '8', 'mysore'}), confidence=0.0440251572327044, lift=4.002287021154945), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'8', 'c', 'normal'}), confidence=0.056451612903225805, lift=3.1362007168458783), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', '8', 'c'}), confidence=0.0440251572327044, lift=4.002287021154945), OrderedStatistic(items_base=frozenset({'cash', '8', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6363636363636365, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'8', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.38888888888888895, lift=3.1362007168458788), OrderedStatistic(items_base=frozenset({'cash', '8', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.6363636363636365, lift=4.002287021154946), OrderedStatistic(items_base=frozenset({'mysore', '8', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.38888888888888895, lift=3.1362007168458788), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', '8'}), confidence=0.10769230769230768, lift=3.5897435897435894), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'8', 'c'}), confidence=0.10769230769230768, lift=3.5897435897435894), OrderedStatistic(items_base=frozenset({'cash', '8', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '8', 'normal', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'credit_card', 'female', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'credit_card', '8'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'credit_card', '8', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'credit_card', '8'}), confidence=0.02808988764044944, lift=4.012841091492777), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', '8', 'c'}), confidence=0.02808988764044944, lift=4.012841091492777), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.7142857142857143, lift=4.012841091492777), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '8'}), items_add=frozenset({'female', 'c'}), confidence=0.7142857142857143, lift=4.012841091492777), OrderedStatistic(items_base=frozenset({'female', 'credit_card', '8', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'credit_card', '8'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'female', 'c', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '8', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '8', 'debit_card', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'female', '8'}), confidence=0.05660377358490566, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'female', '8', 'c'}), confidence=0.05660377358490566, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'female', '8', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.33333333333333337, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.33333333333333337, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', '8'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'8', 'c'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'female', '8', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'male', 'c', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'male', '8', 'debit_card'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '8', 'debit_card', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.2, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.2, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'male', '8'}), confidence=0.05660377358490566, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '8', 'debit_card'}), confidence=0.04, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '8', 'c'}), confidence=0.05660377358490566, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'8', 'debit_card', 'c'}), confidence=0.04, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', '8', 'c'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', '8', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '8'}), confidence=0.11764705882352942, lift=3.921568627450981), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'8', 'c'}), confidence=0.11764705882352942, lift=3.921568627450981), OrderedStatistic(items_base=frozenset({'male', '8', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'c', 'mysore', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '8', 'debit_card', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'debit_card', 'c', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.26666666666666666, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.26666666666666666, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '8', 'normal'}), confidence=0.07547169811320754, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '8', 'debit_card'}), confidence=0.050314465408805034, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'8', 'c', 'normal'}), confidence=0.07547169811320754, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'8', 'debit_card', 'c'}), confidence=0.050314465408805034, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6666666666666666, lift=4.192872117400419), OrderedStatistic(items_base=frozenset({'8', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.4444444444444445, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'mysore', '8', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.6666666666666666, lift=4.192872117400419), OrderedStatistic(items_base=frozenset({'mysore', '8', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.4444444444444445, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '8'}), confidence=0.14285714285714285, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'8', 'c'}), confidence=0.14285714285714285, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '8', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'female', 'c', 'food_and_beverages', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '8', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '8', 'c', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.16666666666666669, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.16666666666666669, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '8', 'food_and_beverages'}), confidence=0.02808988764044944, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '8'}), confidence=0.07575757575757576, lift=4.208754208754209), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'8', 'c', 'food_and_beverages'}), confidence=0.02808988764044944, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '8', 'c'}), confidence=0.07575757575757576, lift=4.208754208754209), OrderedStatistic(items_base=frozenset({'female', '8', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.2777777777777778, lift=4.2087542087542085), OrderedStatistic(items_base=frozenset({'8', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=0.625, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.2777777777777778, lift=4.2087542087542085), OrderedStatistic(items_base=frozenset({'mysore', '8', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.625, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '8'}), confidence=0.13157894736842105, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'8', 'c'}), confidence=0.13157894736842105, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'female', '8', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'female', 'c', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '8', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '8', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.3, lift=3.125), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.3, lift=3.125), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '8', 'member'}), confidence=0.05056179775280899, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'8', 'c', 'member'}), confidence=0.05056179775280899, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'8', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.7499999999999999, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'mysore', '8', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.7499999999999999, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', '8'}), confidence=0.09374999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'8', 'c'}), confidence=0.09374999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'female', '8', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'female', 'c', 'mysore', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '8', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '8', 'c', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.3, lift=3.6585365853658534), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.3, lift=3.6585365853658534), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'female', '8'}), confidence=0.056603773584905655, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'female', '8', 'c'}), confidence=0.056603773584905655, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'female', '8', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8'}), items_add=frozenset({'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'mysore', '8'}), confidence=0.1097560975609756, lift=3.6585365853658534), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'8', 'c'}), confidence=0.1097560975609756, lift=3.6585365853658534), OrderedStatistic(items_base=frozenset({'female', '8', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '8', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'male', 'c', 'mysore', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'male', '8', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '8', 'c', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.3, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.3, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '8', 'normal'}), confidence=0.06, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'male', '8'}), confidence=0.056603773584905655, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'8', 'c', 'normal'}), confidence=0.06, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '8', 'c'}), confidence=0.056603773584905655, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'male', '8', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7499999999999999, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'8', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8'}), items_add=frozenset({'c', 'normal'}), confidence=0.7499999999999999, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'mysore', '8', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '8'}), confidence=0.11688311688311688, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'8', 'c'}), confidence=0.11688311688311688, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'male', '8', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'a', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', '9'}), confidence=0.031055900621118012, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', '9'}), confidence=0.031055900621118012, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'a', 'cash', '9'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '9'}), items_add=frozenset({'a', 'female'}), confidence=0.625, lift=3.8819875776397517)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', 'a', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '9'}), confidence=0.04807692307692308, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '9'}), confidence=0.02793296089385475, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', '9'}), confidence=0.04807692307692308, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', '9'}), confidence=0.02793296089385475, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '9'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'a', 'male', '9'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '9'}), items_add=frozenset({'a', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '9'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.33333333333333337, lift=3.2051282051282057)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'member', 'a', '9'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.1935483870967742, lift=3.9499670836076364), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.1935483870967742, lift=3.9499670836076364), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', '9', 'member'}), confidence=0.057692307692307696, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'credit_card', '9'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', '9', 'member'}), confidence=0.057692307692307696, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'credit_card', '9'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '9'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', '9', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.375, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '9'}), items_add=frozenset({'a', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.375, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', '9'}), confidence=0.12244897959183673, lift=3.9499670836076364), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', '9'}), confidence=0.12244897959183673, lift=3.9499670836076364)])
RelationRecord(items=frozenset({'bangalore', 'female', 'a', '9', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.22580645161290322, lift=4.105571847507331), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.22580645161290322, lift=4.105571847507331), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', '9'}), confidence=0.05555555555555556, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '9', 'debit_card'}), confidence=0.043478260869565216, lift=3.105590062111801), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', '9'}), confidence=0.05555555555555556, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '9', 'debit_card'}), confidence=0.043478260869565216, lift=3.105590062111801), OrderedStatistic(items_base=frozenset({'a', '9', 'debit_card'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'female', '9'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4375, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'debit_card'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '9'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4375, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', '9'}), confidence=0.1272727272727273, lift=4.105571847507332), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', '9'}), confidence=0.1272727272727273, lift=4.105571847507332)])
RelationRecord(items=frozenset({'bangalore', 'home_and_lifestyle', 'a', '9', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'debit_card'}), confidence=0.16129032258064516, lift=6.20347394540943), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), confidence=0.16129032258064516, lift=6.20347394540943), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '9', 'home_and_lifestyle'}), confidence=0.03968253968253968, lift=4.96031746031746), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '9', 'debit_card'}), confidence=0.07692307692307693, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '9', 'home_and_lifestyle'}), confidence=0.03968253968253968, lift=4.96031746031746), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '9', 'debit_card'}), confidence=0.07692307692307693, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'a', '9', 'debit_card'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.35714285714285715, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'a', '9', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.625, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'debit_card'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.35714285714285715, lift=5.4945054945054945), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.625, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'bangalore', '9'}), confidence=0.19230769230769232, lift=6.20347394540943), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', '9'}), confidence=0.19230769230769232, lift=6.20347394540943)])
RelationRecord(items=frozenset({'bangalore', 'male', 'a', '9', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.22580645161290322, lift=3.1803725579282145), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.22580645161290322, lift=3.1803725579282145), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '9'}), confidence=0.05555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '9'}), confidence=0.05555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'a', 'male', '9'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4666666666666667, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '9'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4666666666666667, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '9'}), confidence=0.09859154929577466, lift=3.1803725579282145), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '9'}), confidence=0.09859154929577466, lift=3.1803725579282145)])
RelationRecord(items=frozenset({'bangalore', 'member', 'a', '9', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.1935483870967742, lift=3.121748178980229), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.1935483870967742, lift=3.121748178980229), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '9'}), confidence=0.0967741935483871, lift=3.121748178980229), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', '9'}), confidence=0.0967741935483871, lift=3.121748178980229)])
RelationRecord(items=frozenset({'bangalore', 'a', '9', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.25806451612903225, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.25806451612903225, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', '9', 'normal'}), confidence=0.06349206349206349, lift=4.232804232804233), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', '9', 'debit_card'}), confidence=0.04624277456647399, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', '9', 'normal'}), confidence=0.06349206349206349, lift=4.232804232804233), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', '9', 'debit_card'}), confidence=0.04624277456647399, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', '9', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', '9', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.5333333333333333, lift=4.232804232804233), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.5333333333333333, lift=4.232804232804233), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '9'}), confidence=0.125, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', '9'}), confidence=0.125, lift=4.032258064516129)])
RelationRecord(items=frozenset({'bangalore', 'female', 'member', 'a', '9'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.3225806451612903, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.3225806451612903, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '9', 'member'}), confidence=0.062111801242236024, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', '9'}), confidence=0.059880239520958084, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '9', 'member'}), confidence=0.062111801242236024, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', '9'}), confidence=0.059880239520958084, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'a', 'female', '9'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'a', '9', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '9'}), items_add=frozenset({'a', 'member'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', '9'}), confidence=0.125, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', '9'}), confidence=0.125, lift=4.032258064516129)])
RelationRecord(items=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'a', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.16129032258064516, lift=4.887585532746822), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.16129032258064516, lift=4.887585532746822), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male', '9'}), confidence=0.07692307692307693, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '9', 'home_and_lifestyle'}), confidence=0.02793296089385475, lift=3.491620111731844), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', '9'}), confidence=0.07692307692307693, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '9', 'home_and_lifestyle'}), confidence=0.02793296089385475, lift=3.491620111731844), OrderedStatistic(items_base=frozenset({'a', '9', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.625, lift=3.4916201117318435), OrderedStatistic(items_base=frozenset({'a', 'male', '9'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.33333333333333337, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male'}), confidence=0.625, lift=3.4916201117318435), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '9'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.33333333333333337, lift=5.128205128205129), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '9'}), confidence=0.15151515151515152, lift=4.887585532746823), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', '9'}), confidence=0.15151515151515152, lift=4.887585532746823)])
RelationRecord(items=frozenset({'bangalore', 'home_and_lifestyle', 'member', 'a', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.16129032258064516, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.16129032258064516, lift=4.743833017077798), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '9', 'member'}), confidence=0.07692307692307693, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', '9', 'home_and_lifestyle'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', '9', 'member'}), confidence=0.07692307692307693, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', '9', 'home_and_lifestyle'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'a', '9', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'a', '9', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.3125, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.3125, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', '9'}), confidence=0.14705882352941177, lift=4.743833017077799), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', '9'}), confidence=0.14705882352941177, lift=4.743833017077799)])
RelationRecord(items=frozenset({'bangalore', 'male', 'a', '9', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.29032258064516125, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.29032258064516125, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '9', 'normal'}), confidence=0.05027932960893854, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '9'}), confidence=0.05202312138728324, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '9', 'normal'}), confidence=0.05027932960893854, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '9'}), confidence=0.05202312138728324, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'a', 'male', '9'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'a', '9', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '9'}), items_add=frozenset({'a', 'normal'}), confidence=0.6, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.6, lift=3.35195530726257), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', '9'}), confidence=0.09782608695652173, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '9'}), confidence=0.09782608695652173, lift=3.155680224403927)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', '9'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', '9', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', '9', 'b'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.1764705882352941, lift=3.329633740288568), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.1764705882352941, lift=3.329633740288568), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', '9', 'mangalore'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', '9'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'female', '9'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'female', '9', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.11320754716981132, lift=3.329633740288568), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.11320754716981132, lift=3.329633740288568), OrderedStatistic(items_base=frozenset({'b', 'cash', 'female', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', '9'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', '9', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', '9', 'b'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.23529411764705882, lift=4.127966976264189), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.23529411764705882, lift=4.127966976264189), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '9', 'mangalore'}), confidence=0.07272727272727272, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '9', 'mangalore'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '9'}), confidence=0.07272727272727272, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '9', 'b'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'b', 'cash', '9'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'b', 'male', '9'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', '9', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'male', '9', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.14035087719298245, lift=4.127966976264189), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.14035087719298245, lift=4.127966976264189), OrderedStatistic(items_base=frozenset({'b', 'cash', 'male', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'member', '9'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '9', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '9', 'b', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.20588235294117646, lift=3.8845726970033296), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.20588235294117646, lift=3.8845726970033296), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', '9', 'mangalore'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', '9', 'b'}), confidence=0.04242424242424242, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', '9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.1320754716981132, lift=3.884572697003329), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.1320754716981132, lift=3.884572697003329), OrderedStatistic(items_base=frozenset({'b', 'cash', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '9', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', '9', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', '9', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', '9', 'b', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.20588235294117646, lift=3.611971104231166), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.20588235294117646, lift=3.611971104231166), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'9', 'normal', 'mangalore'}), confidence=0.06363636363636364, lift=5.78512396694215), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', '9', 'normal'}), confidence=0.06363636363636364, lift=5.78512396694215), OrderedStatistic(items_base=frozenset({'b', '9', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.6363636363636365, lift=5.78512396694215), OrderedStatistic(items_base=frozenset({'9', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.6363636363636365, lift=5.78512396694215), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.12280701754385964, lift=3.6119711042311655), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.12280701754385964, lift=3.6119711042311655), OrderedStatistic(items_base=frozenset({'b', 'cash', '9', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', '9'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', '9', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '9'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.23529411764705882, lift=3.988035892323031), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.23529411764705882, lift=3.988035892323031), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '9', 'mangalore'}), confidence=0.07339449541284404, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '9', 'mangalore'}), confidence=0.04938271604938271, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '9'}), confidence=0.07339449541284404, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '9'}), confidence=0.04938271604938271, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '9'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.7272727272727273, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'b', 'female', '9'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4444444444444445, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.7272727272727273, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'female', '9', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4444444444444445, lift=4.077471967380225), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.13559322033898305, lift=3.9880358923230306), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.13559322033898305, lift=3.9880358923230306), OrderedStatistic(items_base=frozenset({'b', 'female', 'credit_card', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'credit_card', '9', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'member', '9'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', '9', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', '9', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.23529411764705882, lift=3.734827264239029), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.23529411764705882, lift=3.734827264239029), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'9', 'member', 'mangalore'}), confidence=0.07339449541284404, lift=3.191065017949741), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '9', 'mangalore'}), confidence=0.048484848484848485, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.07339449541284404, lift=3.191065017949741), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '9'}), confidence=0.048484848484848485, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7272727272727273, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.34782608695652173, lift=3.191065017949741), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7272727272727273, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.34782608695652173, lift=3.191065017949741), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.12698412698412698, lift=3.7348272642390286), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.12698412698412698, lift=3.7348272642390286), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '9', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '9', 'debit_card', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '9', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'9', 'debit_card', 'mangalore'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '9', 'debit_card'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', '9', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'male', '9', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '9', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'member', '9', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'debit_card', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'debit_card', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.23529411764705882, lift=4.801920768307323), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.23529411764705882, lift=4.801920768307323), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'9', 'member', 'mangalore'}), confidence=0.07079646017699115, lift=3.0781069642170067), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'9', 'debit_card', 'mangalore'}), confidence=0.048484848484848485, lift=5.3872053872053876), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.07079646017699115, lift=3.0781069642170067), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '9', 'debit_card'}), confidence=0.048484848484848485, lift=5.3872053872053876), OrderedStatistic(items_base=frozenset({'b', '9', 'debit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.888888888888889, lift=5.3872053872053876), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.34782608695652173, lift=3.0781069642170062), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.888888888888889, lift=5.3872053872053876), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.34782608695652173, lift=3.0781069642170062), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.16326530612244897, lift=4.801920768307323), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.16326530612244897, lift=4.801920768307323), OrderedStatistic(items_base=frozenset({'b', '9', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'home_and_lifestyle', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'home_and_lifestyle', '9', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle', '9'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), confidence=0.14705882352941177, lift=6.684491978609627), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle'}), confidence=0.14705882352941177, lift=6.684491978609627), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'9', 'home_and_lifestyle', 'mangalore'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'female', '9', 'mangalore'}), confidence=0.09999999999999999, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '9', 'home_and_lifestyle'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'female', '9'}), confidence=0.09999999999999999, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', 'female', '9'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.2777777777777778, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', '9', 'home_and_lifestyle'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'female', '9', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.2777777777777778, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'9', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', 'female', 'home_and_lifestyle'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.2272727272727273, lift=6.684491978609626), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.2272727272727273, lift=6.684491978609626), OrderedStatistic(items_base=frozenset({'b', 'female', '9', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '9', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'member', '9'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '9', 'member', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '9', 'member'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.29411764705882354, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.29411764705882354, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '9', 'mangalore'}), confidence=0.06060606060606061, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '9'}), confidence=0.06060606060606061, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'female', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'female', '9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.11764705882352941, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.11764705882352941, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'b', 'female', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '9', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', '9', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', '9', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', '9', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.23529411764705882, lift=3.0557677616501144), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.23529411764705882, lift=3.0557677616501144), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'9', 'normal', 'mangalore'}), confidence=0.04938271604938271, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '9', 'normal'}), confidence=0.04938271604938271, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'b', '9', 'normal'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.7272727272727273, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'9', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.7272727272727273, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.1038961038961039, lift=3.0557677616501144), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.1038961038961039, lift=3.0557677616501144), OrderedStatistic(items_base=frozenset({'b', 'female', '9', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', '9', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'male', 'b', 'member', 'health_and_beauty', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', '9', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'health_and_beauty', 'male', 'member'}), confidence=0.14705882352941177, lift=3.419972640218879), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.38461538461538464, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'male', '9'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.1388888888888889, lift=5.341880341880342), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', '9', 'member'}), confidence=0.09433962264150944, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', '9', 'member'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'health_and_beauty', 'male', '9'}), confidence=0.030303030303030304, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member'}), items_add=frozenset({'b', 'male', '9'}), confidence=0.06849315068493152, lift=4.28082191780822), OrderedStatistic(items_base=frozenset({'b', 'male', '9'}), items_add=frozenset({'health_and_beauty', 'member'}), confidence=0.3125, lift=4.280821917808219), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9'}), items_add=frozenset({'b', 'member'}), confidence=0.8333333333333334, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'member'}), items_add=frozenset({'b', 'male'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', '9', 'member'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.2272727272727273, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'male', '9'}), confidence=0.19230769230769232, lift=5.341880341880342), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'health_and_beauty', '9'}), confidence=0.0625, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'member'}), items_add=frozenset({'b', '9'}), confidence=0.11627906976744187, lift=3.4199726402188784), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'member', 'health_and_beauty', '9'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', '9', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '9', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.1764705882352941, lift=6.787330316742081), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.1764705882352941, lift=6.787330316742081), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'9', 'member', 'mangalore'}), confidence=0.11320754716981132, lift=4.9220672682526665), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'health_and_beauty', '9', 'mangalore'}), confidence=0.03636363636363636, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.11320754716981132, lift=4.9220672682526665), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '9'}), confidence=0.03636363636363636, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.75, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.2608695652173913, lift=4.9220672682526665), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.75, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.2608695652173913, lift=4.9220672682526665), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.23076923076923078, lift=6.787330316742081), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.23076923076923078, lift=6.787330316742081), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'home_and_lifestyle', 'member', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'9', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', '9', 'home_and_lifestyle', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.14705882352941177, lift=7.002801120448179), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'member'}), confidence=0.14705882352941177, lift=7.002801120448179), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'9', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'9', 'home_and_lifestyle', 'mangalore'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.09999999999999999, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', '9', 'home_and_lifestyle'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'b', '9', 'home_and_lifestyle'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.625, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.2173913043478261, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'9', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.625, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.2173913043478261, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.23809523809523808, lift=7.002801120448178), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.23809523809523808, lift=7.002801120448178), OrderedStatistic(items_base=frozenset({'b', '9', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'9', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'member', '9'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', '9', 'member', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', '9', 'member'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.38235294117647056, lift=4.779411764705882), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.38235294117647056, lift=4.779411764705882), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'9', 'member', 'mangalore'}), confidence=0.07647058823529411, lift=3.3248081841432224), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'male', '9', 'mangalore'}), confidence=0.07878787878787878, lift=4.924242424242424), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.07647058823529411, lift=3.3248081841432224), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'male', '9'}), confidence=0.07878787878787878, lift=4.924242424242424), OrderedStatistic(items_base=frozenset({'b', 'male', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.8125, lift=4.924242424242424), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5652173913043478, lift=3.324808184143222), OrderedStatistic(items_base=frozenset({'male', '9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.8125, lift=4.924242424242424), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5652173913043478, lift=3.324808184143222), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.16249999999999998, lift=4.779411764705881), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.16249999999999998, lift=4.779411764705881), OrderedStatistic(items_base=frozenset({'b', 'male', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', '9', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), confidence=0.07608695652173914, lift=4.475703324808184), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'c'}), confidence=0.04022988505747127, lift=3.352490421455939), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages'}), confidence=0.25925925925925924, lift=7.856341189674522), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.1891891891891892, lift=4.978662873399716), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.125, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.4117647058823529, lift=6.23885918003565), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'female', '9', 'food_and_beverages'}), confidence=0.056451612903225805, lift=4.3424317617866), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.03932584269662922, lift=3.932584269662922), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9'}), confidence=0.10606060606060606, lift=4.611330698287221), OrderedStatistic(items_base=frozenset({'cash', 'female'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.03932584269662922, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.12280701754385964, lift=5.582137161084529), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.07777777777777778, lift=5.185185185185185), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.4666666666666667, lift=5.185185185185185), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.31818181818181823, lift=5.58213716108453), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female'}), confidence=0.7777777777777779, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'cash', 'female', '9'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.30434782608695654, lift=4.61133069828722), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.7, lift=3.932584269662921), OrderedStatistic(items_base=frozenset({'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.5384615384615385, lift=4.342431761786601), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.10606060606060606, lift=6.23885918003565), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.22580645161290322, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.1842105263157895, lift=4.978662873399716), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.21212121212121213, lift=7.856341189674524), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'c'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5833333333333334, lift=3.352490421455939), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'9'}), confidence=0.4117647058823529, lift=4.475703324808184)])
RelationRecord(items=frozenset({'cash', 'mysore', 'female', 'c', '9'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore', '9'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', '9', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.4444444444444445, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.4444444444444445, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'female', 'mysore', '9'}), confidence=0.0967741935483871, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', '9'}), confidence=0.06741573033707865, lift=4.49438202247191), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.0967741935483871, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.06741573033707865, lift=4.49438202247191), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'female', 'mysore'}), confidence=0.8, lift=4.49438202247191), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5454545454545455, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'female', 'c'}), confidence=0.8, lift=4.49438202247191), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'cash', 'c'}), confidence=0.5454545454545455, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.18181818181818182, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'9', 'c'}), confidence=0.18181818181818182, lift=6.734006734006734), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', '9', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.2962962962962963, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'9', 'c'}), confidence=0.09090909090909091, lift=3.367003367003367)])
RelationRecord(items=frozenset({'9', 'cash', 'c', 'food_and_beverages', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c', 'mysore'}), confidence=0.04597701149425288, lift=3.065134099616859), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '9', 'c', 'food_and_beverages'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.2962962962962963, lift=9.557945041816009), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'mysore', 'c', 'food_and_beverages'}), confidence=0.21621621621621623, lift=3.276003276003276), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c'}), confidence=0.47058823529411764, lift=3.795066413662239), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.2962962962962963, lift=9.557945041816009), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.06451612903225806, lift=7.168458781362007), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'mysore'}), confidence=0.12121212121212122, lift=8.080808080808081), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.14035087719298245, lift=5.198180636777128), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.06451612903225806, lift=7.168458781362007), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.12121212121212122, lift=8.080808080808081), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.5333333333333333, lift=8.08080808080808), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.888888888888889, lift=7.168458781362007), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.2962962962962963, lift=5.198180636777128), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.5333333333333333, lift=8.08080808080808), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.888888888888889, lift=7.168458781362007), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.25806451612903225, lift=9.557945041816009), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.06451612903225806, lift=3.7950664136622385), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.12121212121212122, lift=3.2760032760032765), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.25806451612903225, lift=9.557945041816009), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'mysore'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5333333333333333, lift=3.0651340996168583), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'food_and_beverages', '9', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), confidence=0.05434782608695653, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c', 'normal'}), confidence=0.02873563218390805, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.1851851851851852, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.13513513513513514, lift=4.504504504504505), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.29411764705882354, lift=4.524886877828054), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.12195121951219512, lift=3.933910306845004), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.04032258064516129, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal'}), confidence=0.07575757575757576, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.08771929824561403, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.02840909090909091, lift=3.156565656565657), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.0625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'normal'}), confidence=0.5555555555555556, lift=3.156565656565657), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.33333333333333337, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.7142857142857143, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.16129032258064516, lift=3.9339103068450036), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=4.524886877828054), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.16666666666666669, lift=4.504504504504506), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.20833333333333334, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'normal'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5555555555555556, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'9'}), confidence=0.38461538461538464, lift=4.1806020066889635)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', 'member', '9'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '9', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '9', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.22222222222222224, lift=3.76647834274953), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.22222222222222224, lift=3.76647834274953), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '9', 'member'}), confidence=0.04838709677419355, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'c', 'member'}), confidence=0.04838709677419355, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'9', 'c', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'mysore', '9', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', '9'}), confidence=0.1016949152542373, lift=3.7664783427495294), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'9', 'c'}), confidence=0.1016949152542373, lift=3.7664783427495294), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'c', '9', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', '9', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '9', 'c', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.3333333333333333, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.3333333333333333, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.07258064516129031, lift=4.838709677419354), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '9'}), confidence=0.056603773584905655, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.07258064516129031, lift=4.838709677419354), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.056603773584905655, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.6, lift=4.838709677419355), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.6, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.6, lift=4.838709677419355), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', '9'}), confidence=0.13846153846153844, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'9', 'c'}), confidence=0.13846153846153844, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'credit_card', 'female', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'credit_card', '9'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'credit_card', '9', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.1851851851851852, lift=3.2488628979857053), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.1851851851851852, lift=3.2488628979857053), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'credit_card', '9'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', '9', 'c'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '9'}), items_add=frozenset({'female', 'c'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.08771929824561403, lift=3.248862897985705), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'9', 'c'}), confidence=0.08771929824561403, lift=3.248862897985705), OrderedStatistic(items_base=frozenset({'female', 'credit_card', '9', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'credit_card', '9'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'credit_card', 'c', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', '9', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', '9', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.1851851851851852, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.1851851851851852, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', '9', 'member'}), confidence=0.05102040816326531, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'credit_card', '9'}), confidence=0.029585798816568046, lift=4.930966469428007), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'9', 'c', 'member'}), confidence=0.05102040816326531, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', '9', 'c'}), confidence=0.029585798816568046, lift=4.930966469428007), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.8333333333333334, lift=4.930966469428008), OrderedStatistic(items_base=frozenset({'9', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.4166666666666667, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '9'}), items_add=frozenset({'c', 'member'}), confidence=0.8333333333333334, lift=4.930966469428008), OrderedStatistic(items_base=frozenset({'mysore', '9', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.4166666666666667, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', '9'}), confidence=0.08333333333333334, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'9', 'c'}), confidence=0.08333333333333334, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', '9', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'female', 'c', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '9', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '9', 'debit_card', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.1851851851851852, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.1851851851851852, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '9', 'debit_card'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'debit_card', 'c'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', '9', 'debit_card'}), items_add=frozenset({'female', 'c'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', '9'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'9', 'c'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'female', '9', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'c', 'mysore', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', '9', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'9', 'debit_card', 'c', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.1851851851851852, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.1851851851851852, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.04716981132075472, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', '9', 'debit_card'}), confidence=0.031446540880503145, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.04716981132075472, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'9', 'debit_card', 'c'}), confidence=0.031446540880503145, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.8333333333333334, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.33333333333333337, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'mysore', '9', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.8333333333333334, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.33333333333333337, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '9'}), confidence=0.08928571428571429, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'9', 'c'}), confidence=0.08928571428571429, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'9', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', '9', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'electronic_accessories', 'female', 'c', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '9', 'electronic_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '9', 'electronic_accessories', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'female', 'electronic_accessories'}), confidence=0.1851851851851852, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'electronic_accessories', 'c'}), confidence=0.1851851851851852, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'female', '9'}), confidence=0.09090909090909091, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '9', 'electronic_accessories'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.09090909090909091, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'electronic_accessories', 'c'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'9', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'female'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.2272727272727273, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'mysore', '9', 'electronic_accessories'}), items_add=frozenset({'female', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.2272727272727273, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'female', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', '9'}), confidence=0.17857142857142858, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'electronic_accessories'}), items_add=frozenset({'9', 'c'}), confidence=0.17857142857142858, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'female', 'c', 'food_and_beverages', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '9', 'c', 'food_and_beverages'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.2962962962962963, lift=7.797270955165692), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.2962962962962963, lift=7.797270955165692), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.04494382022471911, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '9'}), confidence=0.12121212121212122, lift=5.5096418732782375), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.08888888888888889, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.04494382022471911, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.12121212121212122, lift=5.5096418732782375), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.36363636363636365, lift=5.509641873278237), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=0.888888888888889, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.2962962962962963, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.36363636363636365, lift=5.509641873278237), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.888888888888889, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.2105263157894737, lift=7.7972709551656925), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.2105263157894737, lift=7.7972709551656925), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'9', 'female', 'c', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', '9', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '9', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.3333333333333333, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.3333333333333333, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '9', 'member'}), confidence=0.05056179775280899, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'c', 'member'}), confidence=0.05056179775280899, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'9', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.7499999999999999, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'mysore', '9', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.7499999999999999, lift=4.213483146067415), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', '9'}), confidence=0.09374999999999999, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'9', 'c'}), confidence=0.09374999999999999, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), confidence=0.05434782608695653, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'female', 'normal', 'food_and_beverages'}), confidence=0.13513513513513514, lift=3.4650034650034653), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.08928571428571429, lift=3.7202380952380953), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.29411764705882354, lift=3.3422459893048133), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'cash', 'female', 'food_and_beverages'}), confidence=0.12195121951219512, lift=3.695491500369549), OrderedStatistic(items_base=frozenset({'cash', 'female'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.02808988764044944, lift=4.012841091492777), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'normal'}), confidence=0.08771929824561403, lift=3.248862897985705), OrderedStatistic(items_base=frozenset({'female', '9', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.1851851851851852, lift=3.2488628979857053), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female'}), confidence=0.7142857142857143, lift=4.012841091492777), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.15151515151515152, lift=3.695491500369549), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.05681818181818182, lift=3.342245989304813), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.20833333333333334, lift=3.7202380952380953), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.12820512820512822, lift=3.465003465003466), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'9'}), confidence=0.38461538461538464, lift=4.1806020066889635)])
RelationRecord(items=frozenset({'cash', 'mysore', 'female', '9', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.2962962962962963, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'mysore', '9'}), confidence=0.09090909090909091, lift=3.367003367003367)])
RelationRecord(items=frozenset({'9', 'cash', 'food_and_beverages', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.05434782608695653, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal', 'mysore'}), confidence=0.02873563218390805, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.13513513513513514, lift=4.504504504504505), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.29411764705882354, lift=4.524886877828054), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.1851851851851852, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.12195121951219512, lift=3.933910306845004), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.08771929824561403, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.04032258064516129, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.02840909090909091, lift=3.156565656565657), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal'}), confidence=0.07575757575757576, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'mysore'}), confidence=0.0625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'normal'}), confidence=0.5555555555555556, lift=3.156565656565657), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.7142857142857143, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.33333333333333337, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.16129032258064516, lift=3.9339103068450036), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.20833333333333334, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=4.524886877828054), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.16666666666666669, lift=4.504504504504506), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mysore'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5555555555555556, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'9'}), confidence=0.38461538461538464, lift=4.1806020066889635)])
RelationRecord(items=frozenset({'credit_card', 'female', 'home_and_lifestyle', 'member', '9'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'credit_card', 'female', 'home_and_lifestyle', 'member'}), confidence=0.06521739130434782, lift=3.8363171355498715), OrderedStatistic(items_base=frozenset({'credit_card', '9'}), items_add=frozenset({'female', 'home_and_lifestyle', 'member'}), confidence=0.23076923076923078, lift=4.909983633387889), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'member'}), confidence=0.10714285714285714, lift=4.285714285714286), OrderedStatistic(items_base=frozenset({'9', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', 'female', 'member'}), confidence=0.33333333333333337, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'9', 'member'}), items_add=frozenset({'credit_card', 'female', 'home_and_lifestyle'}), confidence=0.11764705882352942, lift=4.524886877828055), OrderedStatistic(items_base=frozenset({'credit_card', 'female'}), items_add=frozenset({'9', 'home_and_lifestyle', 'member'}), confidence=0.03680981595092025, lift=3.067484662576687), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'female', '9', 'member'}), confidence=0.13333333333333333, lift=4.597701149425287), OrderedStatistic(items_base=frozenset({'credit_card', 'member'}), items_add=frozenset({'female', 'home_and_lifestyle', '9'}), confidence=0.034883720930232565, lift=3.4883720930232562), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', '9', 'member'}), confidence=0.0759493670886076, lift=3.997335109926716), OrderedStatistic(items_base=frozenset({'female', 'member'}), items_add=frozenset({'credit_card', '9', 'home_and_lifestyle'}), confidence=0.022988505747126436, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member'}), items_add=frozenset({'credit_card', 'female', '9'}), confidence=0.07228915662650602, lift=4.252303330970942), OrderedStatistic(items_base=frozenset({'female', 'credit_card', '9'}), items_add=frozenset({'home_and_lifestyle', 'member'}), confidence=0.3529411764705882, lift=4.252303330970942), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'home_and_lifestyle'}), items_add=frozenset({'female', 'member'}), confidence=0.8571428571428571, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'credit_card', '9', 'member'}), items_add=frozenset({'female', 'home_and_lifestyle'}), confidence=0.31578947368421056, lift=3.997335109926716), OrderedStatistic(items_base=frozenset({'female', '9', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', 'member'}), confidence=0.6, lift=3.488372093023256), OrderedStatistic(items_base=frozenset({'female', '9', 'member'}), items_add=frozenset({'credit_card', 'home_and_lifestyle'}), confidence=0.20689655172413793, lift=4.597701149425287), OrderedStatistic(items_base=frozenset({'9', 'home_and_lifestyle', 'member'}), items_add=frozenset({'credit_card', 'female'}), confidence=0.5, lift=3.067484662576687), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'home_and_lifestyle'}), items_add=frozenset({'9', 'member'}), confidence=0.23076923076923078, lift=4.524886877828055), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'member'}), items_add=frozenset({'9', 'home_and_lifestyle'}), confidence=0.06666666666666667, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'member'}), items_add=frozenset({'female', '9'}), confidence=0.24, lift=4.285714285714286), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'credit_card', '9'}), confidence=0.1276595744680851, lift=4.909983633387888), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'9'}), confidence=0.3529411764705882, lift=3.836317135549872)])
RelationRecord(items=frozenset({'9', 'female', 'food_and_beverages', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), confidence=0.06521739130434782, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', '9', 'normal', 'food_and_beverages'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.10714285714285714, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.3529411764705882, lift=4.30416068866571), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'female', 'normal', 'food_and_beverages'}), confidence=0.22222222222222224, lift=5.698005698005699), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.14634146341463414, lift=3.851091142490372), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.06666666666666667, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.033707865168539325, lift=4.815409309791332), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'normal'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '9'}), confidence=0.075, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.27272727272727276, lift=3.4090909090909096), OrderedStatistic(items_base=frozenset({'female', '9', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.22222222222222224, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=0.8571428571428571, lift=4.815409309791332), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.4, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.15789473684210528, lift=3.8510911424903727), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.15384615384615385, lift=5.698005698005699), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.07317073170731707, lift=4.30416068866571), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.2, lift=3.5714285714285716), OrderedStatistic(items_base=frozenset({'female', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'9'}), confidence=0.4, lift=4.347826086956522)])
RelationRecord(items=frozenset({'mangalore', 'male', 'member', 'health_and_beauty', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'health_and_beauty', 'male', '9', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.38461538461538464, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'male', '9'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.1388888888888889, lift=5.341880341880342), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'health_and_beauty', 'male', 'member'}), confidence=0.14705882352941177, lift=3.419972640218879), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'male', '9', 'member'}), confidence=0.09433962264150944, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member'}), items_add=frozenset({'male', '9', 'mangalore'}), confidence=0.06849315068493152, lift=4.28082191780822), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'health_and_beauty', '9', 'member'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'health_and_beauty', 'male', '9'}), confidence=0.030303030303030304, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.8333333333333334, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', '9', 'mangalore'}), items_add=frozenset({'health_and_beauty', 'member'}), confidence=0.3125, lift=4.280821917808219), OrderedStatistic(items_base=frozenset({'male', '9', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.2272727272727273, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.11627906976744187, lift=3.4199726402188784), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'male', '9'}), confidence=0.19230769230769232, lift=5.341880341880342), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'health_and_beauty', '9'}), confidence=0.0625, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'cash', 'male', 'a'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories'}), confidence=0.0558659217877095, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'electronic_accessories'}), confidence=0.0558659217877095, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.19607843137254904, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male'}), confidence=0.5555555555555556, lift=3.103662321539417), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.19607843137254904, lift=3.2679738562091507)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'cash', 'member', 'a'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'member'}), confidence=0.09999999999999999, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.18333333333333332, lift=3.2738095238095237), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories'}), confidence=0.06586826347305388, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'electronic_accessories', 'member'}), confidence=0.09999999999999999, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.18333333333333332, lift=3.2738095238095237), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'electronic_accessories'}), confidence=0.06586826347305388, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6111111111111112, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.19642857142857142, lift=3.2738095238095237), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3548387096774193, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.6111111111111112, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.19642857142857142, lift=3.2738095238095237), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.3548387096774193, lift=3.225806451612903)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'cash', 'female', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'cash'}), confidence=0.049689440993788817, lift=3.822264691829909), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', 'cash'}), confidence=0.049689440993788817, lift=3.822264691829909), OrderedStatistic(items_base=frozenset({'a', 'cash', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6153846153846154, lift=3.8222646918299095), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'fashion_accessories'}), items_add=frozenset({'a', 'female'}), confidence=0.6153846153846154, lift=3.8222646918299095)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'cash', 'a', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.09999999999999999, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.21568627450980393, lift=3.994190268700073), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'cash'}), confidence=0.06358381502890173, lift=4.891062694530903), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.09999999999999999, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.21568627450980393, lift=3.994190268700073), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'cash'}), confidence=0.06358381502890173, lift=4.891062694530903), OrderedStatistic(items_base=frozenset({'a', 'cash', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.8461538461538461, lift=4.891062694530903), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.2037037037037037, lift=3.9941902687000725), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3793103448275862, lift=3.4482758620689653), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'fashion_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=0.8461538461538461, lift=4.891062694530903), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.2037037037037037, lift=3.9941902687000725), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.3793103448275862, lift=3.4482758620689653)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'food_and_beverages', 'a'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.09999999999999999, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'food_and_beverages'}), confidence=0.06832298136645962, lift=3.7957211870255345), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.1896551724137931, lift=3.2144944476914086), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'food_and_beverages'}), confidence=0.09999999999999999, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'food_and_beverages'}), confidence=0.06832298136645962, lift=3.7957211870255345), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.1896551724137931, lift=3.2144944476914086), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.1864406779661017, lift=3.2144944476914086), OrderedStatistic(items_base=frozenset({'a', 'cash', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6111111111111112, lift=3.795721187025535), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.47826086956521735, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.1864406779661017, lift=3.2144944476914086), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'female'}), confidence=0.6111111111111112, lift=3.795721187025535), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'a'}), confidence=0.47826086956521735, lift=4.3478260869565215)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'health_and_beauty', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'female'}), confidence=0.08181818181818182, lift=3.8961038961038956), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'health_and_beauty'}), confidence=0.05590062111801242, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.19148936170212766, lift=3.2455824017309776), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'health_and_beauty', 'a', 'female'}), confidence=0.08181818181818182, lift=3.8961038961038956), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'health_and_beauty', 'a'}), confidence=0.05590062111801242, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.19148936170212766, lift=3.2455824017309776), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.15254237288135594, lift=3.2455824017309776), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'cash'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5294117647058822, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'female'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4285714285714285, lift=3.896103896103895), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.15254237288135594, lift=3.2455824017309776), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'health_and_beauty'}), items_add=frozenset({'a', 'female'}), confidence=0.5294117647058822, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'female'}), items_add=frozenset({'cash', 'a'}), confidence=0.4285714285714285, lift=3.896103896103895)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'home_and_lifestyle', 'a'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.09999999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle'}), confidence=0.09999999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.34375, lift=3.125), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a'}), confidence=0.34375, lift=3.125)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'member', 'a'}), support=0.034, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.30909090909090914, lift=3.863636363636364), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.2111801242236025, lift=3.7710736468500445), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.20359281437125748, lift=3.450725667309449), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.30909090909090914, lift=3.863636363636364), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.2111801242236025, lift=3.7710736468500445), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.20359281437125748, lift=3.450725667309449), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.576271186440678, lift=3.450725667309449), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6071428571428572, lift=3.7710736468500445), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.42500000000000004, lift=3.863636363636364), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', 'member'}), confidence=0.576271186440678, lift=3.450725667309449), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.6071428571428572, lift=3.7710736468500445), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.42500000000000004, lift=3.863636363636364)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'a', 'sports_and_travel'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel'}), confidence=0.1090909090909091, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel'}), confidence=0.07453416149068323, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.2033898305084746, lift=3.4472852628555017), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'sports_and_travel'}), confidence=0.1090909090909091, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'sports_and_travel'}), confidence=0.07453416149068323, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.2033898305084746, lift=3.4472852628555017), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.2033898305084746, lift=3.4472852628555017), OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.41379310344827586, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.2033898305084746, lift=3.4472852628555017), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'a'}), confidence=0.41379310344827586, lift=3.761755485893417)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'food_and_beverages', 'member', 'a'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'food_and_beverages', 'member'}), confidence=0.09999999999999999, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.1896551724137931, lift=3.3866995073891624), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'food_and_beverages'}), confidence=0.06586826347305388, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.09999999999999999, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.1896551724137931, lift=3.3866995073891624), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'food_and_beverages'}), confidence=0.06586826347305388, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'a', 'cash', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6111111111111112, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.19642857142857142, lift=3.3866995073891624), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3793103448275862, lift=3.4482758620689653), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'member'}), confidence=0.6111111111111112, lift=3.659347970725216), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.19642857142857142, lift=3.3866995073891624), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.3793103448275862, lift=3.4482758620689653)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'health_and_beauty', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.1702127659574468, lift=3.337505214851898), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.1702127659574468, lift=3.337505214851898), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.15686274509803924, lift=3.3375052148518987), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.15686274509803924, lift=3.3375052148518987)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'health_and_beauty', 'member', 'a'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'member'}), confidence=0.09090909090909091, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.2127659574468085, lift=3.7993920972644375), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'health_and_beauty'}), confidence=0.059880239520958084, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'health_and_beauty', 'a', 'member'}), confidence=0.09090909090909091, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.2127659574468085, lift=3.7993920972644375), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'a'}), confidence=0.059880239520958084, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'cash'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5882352941176471, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.17857142857142858, lift=3.799392097264438), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'health_and_beauty'}), items_add=frozenset({'a', 'member'}), confidence=0.5882352941176471, lift=3.522367030644593), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.17857142857142858, lift=3.799392097264438), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.4545454545454546, lift=4.132231404958678)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'home_and_lifestyle', 'a'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.11818181818181818, lift=3.5812672176308538), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.19999999999999998, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), confidence=0.07262569832402235, lift=3.026070763500931), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.11818181818181818, lift=3.5812672176308538), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.19999999999999998, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle'}), confidence=0.07262569832402235, lift=3.026070763500931), OrderedStatistic(items_base=frozenset({'a', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5416666666666666, lift=3.026070763500931), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.2549019607843137, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.3939393939393939, lift=3.5812672176308538), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male'}), confidence=0.5416666666666666, lift=3.026070763500931), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.2549019607843137, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a'}), confidence=0.3939393939393939, lift=3.5812672176308538)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'home_and_lifestyle', 'member', 'a'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.1272727272727273, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.21538461538461537, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), confidence=0.08383233532934131, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.1272727272727273, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.21538461538461537, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle'}), confidence=0.08383233532934131, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'a', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.25, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4117647058823529, lift=3.7433155080213902), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.25, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.4117647058823529, lift=3.7433155080213902)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'a', 'normal'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.16201117318435757, lift=3.0002069108214364), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.16763005780346824, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.16201117318435757, lift=3.0002069108214364), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.16763005780346824, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5686274509803922, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5370370370370371, lift=3.0002069108214364), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'normal'}), confidence=0.5686274509803922, lift=3.2868638784993776), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.5370370370370371, lift=3.0002069108214364)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'a', 'sports_and_travel', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'normal'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel'}), confidence=0.06936416184971099, lift=3.4682080924855496), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.2033898305084746, lift=3.7664783427495294), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'sports_and_travel', 'normal'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'a', 'sports_and_travel'}), confidence=0.06936416184971099, lift=3.4682080924855496), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.2033898305084746, lift=3.7664783427495294), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.22222222222222224, lift=3.76647834274953), OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.22222222222222224, lift=3.76647834274953), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'normal'}), confidence=0.6, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4, lift=3.6363636363636367)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'credit_card', 'female', 'a'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', 'electronic_accessories'}), confidence=0.11538461538461539, lift=4.120879120879121), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.2, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', 'electronic_accessories'}), confidence=0.07453416149068323, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', 'electronic_accessories'}), confidence=0.11538461538461539, lift=4.120879120879121), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.2, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', 'electronic_accessories'}), confidence=0.07453416149068323, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5714285714285714, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.2553191489361702, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'a', 'female', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.42857142857142855, lift=4.1208791208791204), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'a', 'female'}), confidence=0.5714285714285714, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.2553191489361702, lift=4.25531914893617), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.42857142857142855, lift=4.1208791208791204)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'credit_card', 'member', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.15, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.15, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.18367346938775508, lift=3.061224489795918), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.18367346938775508, lift=3.061224489795918)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'credit_card', 'a', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'normal'}), confidence=0.11538461538461539, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', 'electronic_accessories'}), confidence=0.06936416184971099, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'electronic_accessories', 'normal'}), confidence=0.11538461538461539, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.2, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', 'electronic_accessories'}), confidence=0.06936416184971099, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.2181818181818182, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.41379310344827586, lift=3.9787798408488064), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.2181818181818182, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.41379310344827586, lift=3.9787798408488064)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'credit_card', 'female', 'a'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female'}), confidence=0.08653846153846154, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.17647058823529413, lift=3.754693366708386), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'credit_card'}), confidence=0.05590062111801242, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'a', 'female'}), confidence=0.08653846153846154, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.17647058823529413, lift=3.754693366708386), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'a'}), confidence=0.05590062111801242, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5294117647058822, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.19148936170212766, lift=3.7546933667083855), OrderedStatistic(items_base=frozenset({'a', 'female', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3214285714285714, lift=3.0906593406593403), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female'}), confidence=0.5294117647058822, lift=3.2882718304713183), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.19148936170212766, lift=3.7546933667083855), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3214285714285714, lift=3.0906593406593403)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'credit_card', 'male', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.07692307692307693, lift=3.344481605351171), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.07692307692307693, lift=3.344481605351171), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.34782608695652173, lift=3.3444816053511706), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.34782608695652173, lift=3.3444816053511706)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'credit_card', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'member'}), confidence=0.07692307692307693, lift=3.496503496503497), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.15686274509803924, lift=3.201280512204882), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'a', 'member'}), confidence=0.07692307692307693, lift=3.496503496503497), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.15686274509803924, lift=3.201280512204882), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.16326530612244897, lift=3.2012805122048817), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.36363636363636365, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.16326530612244897, lift=3.2012805122048817), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.36363636363636365, lift=3.4965034965034967)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'credit_card', 'a', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.17647058823529413, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'credit_card'}), confidence=0.05202312138728324, lift=3.0601836110166607), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.17647058823529413, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'a'}), confidence=0.05202312138728324, lift=3.0601836110166607), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5294117647058822, lift=3.0601836110166607), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.16363636363636364, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'credit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5294117647058822, lift=3.0601836110166607), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.16363636363636364, lift=3.2085561497326207)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'female', 'home_and_lifestyle', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', 'home_and_lifestyle'}), confidence=0.049689440993788817, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', 'home_and_lifestyle'}), confidence=0.049689440993788817, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5333333333333333, lift=3.312629399585921), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female'}), confidence=0.5333333333333333, lift=3.312629399585921)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'female', 'a', 'normal'}), support=0.027, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.25961538461538464, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.16770186335403725, lift=3.049124788255223), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.15606936416184972, lift=3.320624769401058), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.25961538461538464, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.16770186335403725, lift=3.049124788255223), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.15606936416184972, lift=3.320624769401058), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5744680851063829, lift=3.3206247694010576), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.4909090909090909, lift=3.049124788255223), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3333333333333333, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', 'normal'}), confidence=0.5744680851063829, lift=3.3206247694010576), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.4909090909090909, lift=3.049124788255223), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3333333333333333, lift=3.2051282051282053)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', 'food_and_beverages', 'a'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', 'food_and_beverages'}), confidence=0.15384615384615385, lift=4.395604395604395), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card', 'male'}), confidence=0.27586206896551724, lift=4.839685420447671), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', 'food_and_beverages'}), confidence=0.0893854748603352, lift=4.256451183825486), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', 'food_and_beverages'}), confidence=0.15384615384615385, lift=4.395604395604395), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card', 'male'}), confidence=0.27586206896551724, lift=4.839685420447671), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', 'food_and_beverages'}), confidence=0.0893854748603352, lift=4.256451183825486), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7619047619047619, lift=4.256451183825486), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.2807017543859649, lift=4.839685420447671), OrderedStatistic(items_base=frozenset({'a', 'male', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.45714285714285713, lift=4.395604395604396), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'male'}), confidence=0.7619047619047619, lift=4.256451183825486), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.2807017543859649, lift=4.839685420447671), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.45714285714285713, lift=4.395604395604396)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'food_and_beverages', 'member', 'a'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'food_and_beverages', 'member'}), confidence=0.09615384615384616, lift=3.315649867374005), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.17241379310344826, lift=3.5186488388458828), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.09615384615384616, lift=3.315649867374005), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.17241379310344826, lift=3.5186488388458828), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.20408163265306123, lift=3.518648838845883), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3448275862068965, lift=3.315649867374005), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.20408163265306123, lift=3.518648838845883), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3448275862068965, lift=3.315649867374005)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'food_and_beverages', 'a', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.10576923076923077, lift=3.6472148541114056), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.1896551724137931, lift=3.4482758620689653), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', 'food_and_beverages'}), confidence=0.06358381502890173, lift=3.027800715661987), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.10576923076923077, lift=3.6472148541114056), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.1896551724137931, lift=3.4482758620689653), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', 'food_and_beverages'}), confidence=0.06358381502890173, lift=3.027800715661987), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5238095238095237, lift=3.027800715661987), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.19999999999999998, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3793103448275862, lift=3.647214854111406), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'normal'}), confidence=0.5238095238095237, lift=3.027800715661987), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.19999999999999998, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'food_and_beverages'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3793103448275862, lift=3.647214854111406)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', 'health_and_beauty', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'credit_card'}), confidence=0.0446927374301676, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'a'}), confidence=0.0446927374301676, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'credit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5714285714285714, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.5714285714285714, lift=3.192338387869114)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'health_and_beauty', 'a', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'normal'}), confidence=0.08653846153846154, lift=3.4615384615384612), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.19148936170212766, lift=3.481624758220503), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'credit_card'}), confidence=0.05202312138728324, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'health_and_beauty', 'a', 'normal'}), confidence=0.08653846153846154, lift=3.4615384615384612), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.19148936170212766, lift=3.481624758220503), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'a'}), confidence=0.05202312138728324, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'credit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6428571428571428, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.16363636363636364, lift=3.481624758220503), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35999999999999993, lift=3.4615384615384612), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'credit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.6428571428571428, lift=3.7159372419488026), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.16363636363636364, lift=3.481624758220503), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35999999999999993, lift=3.4615384615384612)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'home_and_lifestyle', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'credit_card', 'home_and_lifestyle'}), confidence=0.04790419161676646, lift=3.193612774451098), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'credit_card', 'home_and_lifestyle'}), confidence=0.04790419161676646, lift=3.193612774451098), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5333333333333333, lift=3.1936127744510974), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.5333333333333333, lift=3.1936127744510974)])
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RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', 'a', 'sports_and_travel'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', 'sports_and_travel'}), confidence=0.05027932960893854, lift=3.1424581005586587), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', 'sports_and_travel'}), confidence=0.05027932960893854, lift=3.1424581005586587), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5625, lift=3.142458100558659), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'male'}), confidence=0.5625, lift=3.142458100558659)])
RelationRecord(items=frozenset({'bangalore', 'credit_card', 'member', 'a', 'sports_and_travel'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'credit_card', 'sports_and_travel'}), confidence=0.05389221556886227, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.15254237288135594, lift=3.113109650639917), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'credit_card', 'sports_and_travel'}), confidence=0.05389221556886227, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.15254237288135594, lift=3.113109650639917), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.18367346938775508, lift=3.1131096506399167), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5625, lift=3.368263473053892), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.18367346938775508, lift=3.1131096506399167), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'member'}), confidence=0.5625, lift=3.368263473053892)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'male', 'a', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'electronic_accessories'}), confidence=0.10317460317460317, lift=3.224206349206349), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.21666666666666667, lift=3.0516431924882634), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'debit_card', 'electronic_accessories'}), confidence=0.07262569832402235, lift=3.458366586858207), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'electronic_accessories'}), confidence=0.10317460317460317, lift=3.224206349206349), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.21666666666666667, lift=3.0516431924882634), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'electronic_accessories'}), confidence=0.07262569832402235, lift=3.458366586858207), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.619047619047619, lift=3.4583665868582067), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.18309859154929578, lift=3.051643192488263), OrderedStatistic(items_base=frozenset({'a', 'male', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.40625, lift=3.2242063492063493), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'a', 'male'}), confidence=0.619047619047619, lift=3.4583665868582067), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.18309859154929578, lift=3.051643192488263), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'electronic_accessories'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.40625, lift=3.2242063492063493)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'member', 'a', 'debit_card'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'debit_card', 'electronic_accessories'}), confidence=0.06586826347305388, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'debit_card', 'electronic_accessories'}), confidence=0.06586826347305388, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5238095238095237, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.5238095238095237, lift=3.1365839749073277)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'female', 'a', 'debit_card'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female'}), confidence=0.0873015873015873, lift=3.1179138321995463), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.21568627450980393, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'debit_card'}), confidence=0.06832298136645962, lift=3.2534753031647434), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'a', 'female'}), confidence=0.0873015873015873, lift=3.1179138321995463), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.21568627450980393, lift=3.9215686274509807), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', 'debit_card'}), confidence=0.06832298136645962, lift=3.2534753031647434), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5238095238095237, lift=3.2534753031647434), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.19999999999999998, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'a', 'female', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.39285714285714285, lift=3.1179138321995463), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female'}), confidence=0.5238095238095237, lift=3.2534753031647434), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.19999999999999998, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'female'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.39285714285714285, lift=3.1179138321995463)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'male', 'a', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.07936507936507936, lift=3.4506556245686677), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.07936507936507936, lift=3.4506556245686677), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4347826086956522, lift=3.4506556245686686), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4347826086956522, lift=3.4506556245686686)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'member', 'a', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'member'}), confidence=0.09523809523809523, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.23529411764705885, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'debit_card'}), confidence=0.0718562874251497, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'a', 'member'}), confidence=0.09523809523809523, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.23529411764705885, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'fashion_accessories', 'a', 'debit_card'}), confidence=0.0718562874251497, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.1935483870967742, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.5454545454545455, lift=4.32900432900433), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.1935483870967742, lift=3.7950664136622394), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.5454545454545455, lift=4.32900432900433)])
RelationRecord(items=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'a', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.10317460317460317, lift=3.224206349206349), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'debit_card'}), confidence=0.08074534161490683, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.19999999999999998, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle'}), confidence=0.10317460317460317, lift=3.224206349206349), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), confidence=0.08074534161490683, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.19999999999999998, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.23636363636363636, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.40625, lift=3.2242063492063493), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.23636363636363636, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.40625, lift=3.2242063492063493)])
RelationRecord(items=frozenset({'bangalore', 'female', 'a', 'debit_card', 'normal'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.16763005780346824, lift=3.0478192327903315), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.16763005780346824, lift=3.0478192327903315), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5272727272727273, lift=3.0478192327903315), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5272727272727273, lift=3.0478192327903315)])
RelationRecord(items=frozenset({'bangalore', 'sports_and_travel', 'female', 'a', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.16949152542372883, lift=3.0816640986132513), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.16949152542372883, lift=3.0816640986132513), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.18181818181818182, lift=3.0816640986132513), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.18181818181818182, lift=3.0816640986132513)])
RelationRecord(items=frozenset({'bangalore', 'male', 'food_and_beverages', 'a', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), confidence=0.0670391061452514, lift=3.5283740076448105), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'food_and_beverages'}), confidence=0.0670391061452514, lift=3.5283740076448105), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6315789473684211, lift=3.528374007644811), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'male'}), confidence=0.6315789473684211, lift=3.528374007644811)])
RelationRecord(items=frozenset({'bangalore', 'food_and_beverages', 'a', 'debit_card', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.0873015873015873, lift=3.0103995621236996), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), confidence=0.06358381502890173, lift=3.346516580468512), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.0873015873015873, lift=3.0103995621236996), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'debit_card', 'food_and_beverages'}), confidence=0.06358381502890173, lift=3.346516580468512), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5789473684210527, lift=3.3465165804685126), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.3793103448275862, lift=3.0103995621237), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'normal'}), confidence=0.5789473684210527, lift=3.3465165804685126), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'food_and_beverages'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.3793103448275862, lift=3.0103995621237)])
RelationRecord(items=frozenset({'bangalore', 'male', 'health_and_beauty', 'a', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'male'}), confidence=0.07936507936507936, lift=3.0525030525030523), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'debit_card'}), confidence=0.0558659217877095, lift=3.491620111731844), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'male', 'a'}), confidence=0.07936507936507936, lift=3.0525030525030523), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'health_and_beauty', 'a', 'debit_card'}), confidence=0.0558659217877095, lift=3.491620111731844), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.625, lift=3.4916201117318435), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.38461538461538464, lift=3.0525030525030528), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.625, lift=3.4916201117318435), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38461538461538464, lift=3.0525030525030528)])
RelationRecord(items=frozenset({'bangalore', 'health_and_beauty', 'a', 'debit_card', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'debit_card'}), confidence=0.05202312138728324, lift=3.2514450867052025), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'health_and_beauty', 'a', 'debit_card'}), confidence=0.05202312138728324, lift=3.2514450867052025), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5625, lift=3.2514450867052025), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5625, lift=3.2514450867052025)])
RelationRecord(items=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'a', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.10317460317460317, lift=3.1265031265031262), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.10317460317460317, lift=3.1265031265031262), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.3939393939393939, lift=3.1265031265031262), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.3939393939393939, lift=3.1265031265031262)])
RelationRecord(items=frozenset({'bangalore', 'home_and_lifestyle', 'a', 'debit_card', 'normal'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.21538461538461537, lift=3.365384615384615), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'debit_card'}), confidence=0.08092485549132948, lift=3.112494441974211), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.21538461538461537, lift=3.365384615384615), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), confidence=0.08092485549132948, lift=3.112494441974211), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5384615384615385, lift=3.1124944419742113), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.21875, lift=3.3653846153846154), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.45161290322580644, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'normal'}), confidence=0.5384615384615385, lift=3.1124944419742113), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.21875, lift=3.3653846153846154), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.45161290322580644, lift=3.5842293906810037)])
RelationRecord(items=frozenset({'bangalore', 'male', 'member', 'a', 'debit_card'}), support=0.036, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.2857142857142857, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.20111731843575417, lift=3.2438277167057126), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.21556886227544908, lift=3.0361811588091423), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.2857142857142857, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.20111731843575417, lift=3.2438277167057126), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.21556886227544908, lift=3.0361811588091423), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5070422535211268, lift=3.036181158809142), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5806451612903225, lift=3.2438277167057126), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.41379310344827586, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.5070422535211268, lift=3.036181158809142), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.5806451612903225, lift=3.2438277167057126), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.41379310344827586, lift=3.284072249589491)])
RelationRecord(items=frozenset({'bangalore', 'male', 'a', 'debit_card', 'normal'}), support=0.035, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.2777777777777778, lift=3.0193236714975846), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.19553072625698326, lift=3.0551675977653634), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.2777777777777778, lift=3.0193236714975846), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.19553072625698326, lift=3.0551675977653634), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.546875, lift=3.0551675977653634), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.3804347826086957, lift=3.0193236714975846), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.546875, lift=3.0551675977653634), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.3804347826086957, lift=3.0193236714975846)])
RelationRecord(items=frozenset({'bangalore', 'sports_and_travel', 'male', 'a', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel'}), confidence=0.10317460317460317, lift=3.439153439153439), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'debit_card'}), confidence=0.07262569832402235, lift=3.1576390575661892), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.22033898305084745, lift=3.1033659584626405), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'sports_and_travel'}), confidence=0.10317460317460317, lift=3.439153439153439), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'sports_and_travel', 'debit_card'}), confidence=0.07262569832402235, lift=3.1576390575661892), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.22033898305084745, lift=3.1033659584626405), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.18309859154929578, lift=3.1033659584626405), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5652173913043478, lift=3.157639057566189), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.43333333333333335, lift=3.439153439153439), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.18309859154929578, lift=3.1033659584626405), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'male'}), confidence=0.5652173913043478, lift=3.157639057566189), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.43333333333333335, lift=3.439153439153439)])
RelationRecord(items=frozenset({'bangalore', 'sports_and_travel', 'member', 'a', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'member'}), confidence=0.09523809523809523, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'debit_card'}), confidence=0.0718562874251497, lift=3.124186409789117), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.2033898305084746, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'sports_and_travel', 'member'}), confidence=0.09523809523809523, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'sports_and_travel', 'debit_card'}), confidence=0.0718562874251497, lift=3.124186409789117), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.2033898305084746, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.1935483870967742, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5217391304347826, lift=3.124186409789117), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.41379310344827586, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.1935483870967742, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'member'}), confidence=0.5217391304347826, lift=3.124186409789117), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.41379310344827586, lift=3.284072249589491)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'female', 'a', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.26666666666666666, lift=3.2921810699588474), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'normal'}), confidence=0.09937888198757763, lift=3.4268579995716424), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', 'electronic_accessories'}), confidence=0.09248554913294799, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.26666666666666666, lift=3.2921810699588474), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'electronic_accessories', 'normal'}), confidence=0.09937888198757763, lift=3.4268579995716424), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'electronic_accessories'}), confidence=0.09248554913294799, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'female', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5517241379310345, lift=3.426857999571643), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.19753086419753085, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.5517241379310345, lift=3.426857999571643), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.19753086419753085, lift=3.292181069958848)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'male', 'member', 'a'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.31666666666666665, lift=3.6398467432950192), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'member'}), confidence=0.10614525139664804, lift=3.424040367633808), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', 'electronic_accessories'}), confidence=0.11377245508982035, lift=3.555389221556886), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.31666666666666665, lift=3.6398467432950192), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'electronic_accessories', 'member'}), confidence=0.10614525139664804, lift=3.424040367633808), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'electronic_accessories'}), confidence=0.11377245508982035, lift=3.555389221556886), OrderedStatistic(items_base=frozenset({'a', 'male', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.59375, lift=3.555389221556886), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6129032258064516, lift=3.424040367633808), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.21839080459770116, lift=3.6398467432950197), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.59375, lift=3.555389221556886), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.6129032258064516, lift=3.424040367633808), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.21839080459770116, lift=3.6398467432950197)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'female', 'member', 'a'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'member'}), confidence=0.07453416149068323, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', 'member'}), confidence=0.07453416149068323, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'female', 'a', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.3137254901960785, lift=3.873154199951586), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.09937888198757763, lift=3.4268579995716424), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female'}), confidence=0.09248554913294799, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.3137254901960785, lift=3.873154199951586), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.09937888198757763, lift=3.4268579995716424), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'female'}), confidence=0.09248554913294799, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'female', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5517241379310345, lift=3.426857999571643), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.19753086419753085, lift=3.8731541999515855), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'female'}), items_add=frozenset({'a', 'normal'}), confidence=0.5714285714285714, lift=3.3030553261767137), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.5517241379310345, lift=3.426857999571643), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.19753086419753085, lift=3.8731541999515855)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'male', 'a', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.07514450867052024, lift=3.267152550892184), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.07514450867052024, lift=3.267152550892184), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5652173913043478, lift=3.267152550892184), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'a', 'normal'}), confidence=0.5652173913043478, lift=3.267152550892184)])
RelationRecord(items=frozenset({'bangalore', 'female', 'food_and_beverages', 'a', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.07514450867052024, lift=3.267152550892184), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'food_and_beverages'}), confidence=0.07514450867052024, lift=3.267152550892184), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5652173913043478, lift=3.267152550892184), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'food_and_beverages'}), items_add=frozenset({'a', 'normal'}), confidence=0.5652173913043478, lift=3.267152550892184)])
RelationRecord(items=frozenset({'bangalore', 'female', 'health_and_beauty', 'member', 'a'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'member'}), confidence=0.07453416149068323, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.2553191489361702, lift=3.191489361702127), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'female'}), confidence=0.0718562874251497, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'health_and_beauty', 'a', 'member'}), confidence=0.07453416149068323, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.2553191489361702, lift=3.191489361702127), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'health_and_beauty', 'a', 'female'}), confidence=0.0718562874251497, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'female'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.15, lift=3.1914893617021276), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'female'}), items_add=frozenset({'a', 'member'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.15, lift=3.1914893617021276), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926)])
RelationRecord(items=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'member', 'a'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.24615384615384614, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.24615384615384614, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.2, lift=3.076923076923077)])
RelationRecord(items=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'a', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.09937888198757763, lift=3.2057703866960527), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.24615384615384614, lift=3.0389363722697054), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal'}), confidence=0.09937888198757763, lift=3.2057703866960527), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.24615384615384614, lift=3.0389363722697054), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.19753086419753085, lift=3.0389363722697054), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5161290322580645, lift=3.2057703866960527), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.19753086419753085, lift=3.0389363722697054), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.5161290322580645, lift=3.2057703866960527)])
RelationRecord(items=frozenset({'bangalore', 'female', 'member', 'a', 'sports_and_travel'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'member'}), confidence=0.11180124223602483, lift=3.8552152495180976), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel'}), confidence=0.10778443113772454, lift=3.716704521990501), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.3050847457627119, lift=3.8135593220338984), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'sports_and_travel', 'member'}), confidence=0.11180124223602483, lift=3.8552152495180976), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'sports_and_travel'}), confidence=0.10778443113772454, lift=3.716704521990501), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.3050847457627119, lift=3.8135593220338984), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.22499999999999998, lift=3.813559322033898), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6206896551724137, lift=3.716704521990501), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6206896551724137, lift=3.8552152495180976), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.22499999999999998, lift=3.813559322033898), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'a', 'member'}), confidence=0.6206896551724137, lift=3.716704521990501), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.6206896551724137, lift=3.8552152495180976)])
RelationRecord(items=frozenset({'bangalore', 'male', 'food_and_beverages', 'member', 'a'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.3275862068965517, lift=3.7653586999603648), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'food_and_beverages', 'member'}), confidence=0.10614525139664804, lift=3.6601810826430357), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', 'food_and_beverages'}), confidence=0.11377245508982035, lift=3.250641573994867), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.3275862068965517, lift=3.7653586999603648), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.10614525139664804, lift=3.6601810826430357), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'food_and_beverages'}), confidence=0.11377245508982035, lift=3.250641573994867), OrderedStatistic(items_base=frozenset({'a', 'male', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5428571428571428, lift=3.250641573994867), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6551724137931034, lift=3.660181082643036), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.21839080459770116, lift=3.7653586999603648), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'food_and_beverages'}), items_add=frozenset({'a', 'member'}), confidence=0.5428571428571428, lift=3.250641573994867), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.6551724137931034, lift=3.660181082643036), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.21839080459770116, lift=3.7653586999603648)])
RelationRecord(items=frozenset({'bangalore', 'male', 'food_and_beverages', 'a', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.0893854748603352, lift=3.082257753804662), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.0893854748603352, lift=3.082257753804662), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5517241379310345, lift=3.082257753804662), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'food_and_beverages'}), items_add=frozenset({'a', 'male'}), confidence=0.5517241379310345, lift=3.082257753804662)])
RelationRecord(items=frozenset({'bangalore', 'male', 'health_and_beauty', 'a', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.3404255319148936, lift=3.700277520814061), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'normal'}), confidence=0.0893854748603352, lift=3.5754189944134076), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'male'}), confidence=0.09248554913294799, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.3404255319148936, lift=3.700277520814061), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'health_and_beauty', 'a', 'normal'}), confidence=0.0893854748603352, lift=3.5754189944134076), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'a'}), confidence=0.09248554913294799, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6153846153846154, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.64, lift=3.575418994413408), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.17391304347826086, lift=3.700277520814061), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'male'}), items_add=frozenset({'a', 'normal'}), confidence=0.6153846153846154, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.64, lift=3.575418994413408), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.17391304347826086, lift=3.700277520814061)])
RelationRecord(items=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member', 'a'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.2769230769230769, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.10778443113772454, lift=3.2661948829613494), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.2769230769230769, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.10778443113772454, lift=3.2661948829613494), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5454545454545454, lift=3.2661948829613494), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.20689655172413793, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.5454545454545454, lift=3.2661948829613494), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.20689655172413793, lift=3.183023872679045)])
RelationRecord(items=frozenset({'bangalore', 'male', 'a', 'sports_and_travel', 'normal'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'normal'}), confidence=0.10614525139664804, lift=3.538175046554935), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel'}), confidence=0.10982658959537572, lift=3.6608863198458574), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.3220338983050848, lift=3.500368459837878), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'sports_and_travel', 'normal'}), confidence=0.10614525139664804, lift=3.538175046554935), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', 'sports_and_travel'}), confidence=0.10982658959537572, lift=3.6608863198458574), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.3220338983050848, lift=3.500368459837878), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.20652173913043478, lift=3.500368459837878), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6333333333333333, lift=3.6608863198458574), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6333333333333333, lift=3.538175046554935), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.20652173913043478, lift=3.500368459837878), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel'}), items_add=frozenset({'a', 'normal'}), confidence=0.6333333333333333, lift=3.6608863198458574), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.6333333333333333, lift=3.538175046554935)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'cash', 'female', 'b'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'electronic_accessories', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'electronic_accessories'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.11818181818181818, lift=4.220779220779221), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.23636363636363636, lift=4.459691252144083), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'electronic_accessories', 'mangalore'}), confidence=0.08024691358024691, lift=3.3436213991769543), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.11818181818181818, lift=4.220779220779221), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.23636363636363636, lift=4.459691252144083), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories'}), confidence=0.08024691358024691, lift=3.3436213991769543), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5416666666666666, lift=3.3436213991769543), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.24528301886792453, lift=4.459691252144082), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.46428571428571425, lift=4.22077922077922), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5416666666666666, lift=3.3436213991769543), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.24528301886792453, lift=4.459691252144082), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.46428571428571425, lift=4.22077922077922), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'cash', 'male', 'b'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'electronic_accessories', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'electronic_accessories'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'electronic_accessories', 'mangalore'}), confidence=0.09999999999999999, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.19999999999999998, lift=3.5087719298245608), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'electronic_accessories'}), confidence=0.09999999999999999, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.19999999999999998, lift=3.5087719298245608), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.19298245614035087, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'b', 'male', 'electronic_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4074074074074074, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.19298245614035087, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4074074074074074, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'cash', 'b', 'member'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories', 'member'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'electronic_accessories', 'member', 'mangalore'}), confidence=0.11818181818181818, lift=4.377104377104377), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.23636363636363636, lift=4.459691252144083), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'electronic_accessories', 'mangalore'}), confidence=0.07878787878787878, lift=3.2828282828282824), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'member'}), confidence=0.11818181818181818, lift=4.377104377104377), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.23636363636363636, lift=4.459691252144083), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories'}), confidence=0.07878787878787878, lift=3.2828282828282824), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5416666666666666, lift=3.2828282828282824), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.24528301886792453, lift=4.459691252144082), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.48148148148148145, lift=4.377104377104377), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5416666666666666, lift=3.2828282828282824), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.24528301886792453, lift=4.459691252144082), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.48148148148148145, lift=4.377104377104377), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'cash', 'b', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'electronic_accessories', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.19999999999999998, lift=3.5087719298245608), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'normal'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.19999999999999998, lift=3.5087719298245608), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.19298245614035087, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.39285714285714285, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.19298245614035087, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.39285714285714285, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'fashion_accessories'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'fashion_accessories', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'fashion_accessories'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.1090909090909091, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.1935483870967742, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'fashion_accessories', 'mangalore'}), confidence=0.07407407407407407, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'fashion_accessories'}), confidence=0.1090909090909091, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.1935483870967742, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', 'fashion_accessories'}), confidence=0.07407407407407407, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'cash', 'fashion_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5454545454545455, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.22641509433962265, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'b', 'female', 'fashion_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.36363636363636365, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5454545454545455, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.22641509433962265, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.36363636363636365, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'fashion_accessories'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'fashion_accessories', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'fashion_accessories'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'male', 'mangalore'}), confidence=0.09090909090909091, lift=3.134796238244514), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'fashion_accessories'}), confidence=0.09090909090909091, lift=3.134796238244514), OrderedStatistic(items_base=frozenset({'b', 'male', 'fashion_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.3448275862068965, lift=3.1347962382445136), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.3448275862068965, lift=3.1347962382445136), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'member', 'fashion_accessories'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'fashion_accessories', 'member', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'b', 'fashion_accessories', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.17741935483870966, lift=3.347534996956786), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'fashion_accessories', 'mangalore'}), confidence=0.06666666666666667, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', 'member'}), confidence=0.09999999999999999, lift=3.1249999999999996), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.17741935483870966, lift=3.347534996956786), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'b', 'fashion_accessories'}), confidence=0.06666666666666667, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', 'fashion_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.20754716981132074, lift=3.347534996956786), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.34375, lift=3.125), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.20754716981132074, lift=3.347534996956786), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.34375, lift=3.125), OrderedStatistic(items_base=frozenset({'b', 'cash', 'fashion_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'member', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'fashion_accessories', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'normal', 'fashion_accessories', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'normal', 'b', 'fashion_accessories'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.17741935483870966, lift=3.1126202603282396), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'normal', 'fashion_accessories'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.17741935483870966, lift=3.1126202603282396), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.19298245614035087, lift=3.11262026032824), OrderedStatistic(items_base=frozenset({'b', 'normal', 'fashion_accessories'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.36666666666666664, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.19298245614035087, lift=3.11262026032824), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.36666666666666664, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'food_and_beverages'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'food_and_beverages'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'food_and_beverages', 'mangalore'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', 'food_and_beverages'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', 'cash', 'food_and_beverages'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'health_and_beauty'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'health_and_beauty', 'female', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'female', 'b'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'health_and_beauty', 'female', 'mangalore'}), confidence=0.06363636363636364, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female'}), confidence=0.06363636363636364, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.35, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.35, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female', 'cash'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'member'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'member', 'mangalore'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'member'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'normal'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'normal', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'normal'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.2545454545454546, lift=3.3057851239669427), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.1728395061728395, lift=3.032272038119991), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.16766467065868262, lift=3.1634843520506157), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.2545454545454546, lift=3.3057851239669427), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.1728395061728395, lift=3.032272038119991), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.16766467065868262, lift=3.1634843520506157), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5283018867924528, lift=3.1634843520506157), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.49122807017543857, lift=3.032272038119991), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.36363636363636365, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5283018867924528, lift=3.1634843520506157), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.49122807017543857, lift=3.032272038119991), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.36363636363636365, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'sports_and_travel'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'b'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.1935483870967742, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.1935483870967742, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.22641509433962265, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.22641509433962265, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'health_and_beauty'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'b'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.18867924528301888, lift=3.3101621979476996), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'health_and_beauty', 'mangalore'}), confidence=0.058823529411764705, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.18867924528301888, lift=3.3101621979476996), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b'}), confidence=0.058823529411764705, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5882352941176471, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.17543859649122806, lift=3.310162197947699), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5882352941176471, lift=3.460207612456747), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.17543859649122806, lift=3.310162197947699), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'cash'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'member', 'health_and_beauty'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'health_and_beauty', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'health_and_beauty', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'health_and_beauty', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.20754716981132074, lift=3.641178417742469), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'health_and_beauty', 'mangalore'}), confidence=0.06586826347305388, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'normal'}), confidence=0.09999999999999999, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.20754716981132074, lift=3.641178417742469), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b'}), confidence=0.06586826347305388, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6470588235294117, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.19298245614035087, lift=3.641178417742469), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4074074074074074, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6470588235294117, lift=3.8746037337090518), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.19298245614035087, lift=3.641178417742469), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4074074074074074, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'home_and_lifestyle'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'home_and_lifestyle', 'b'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.17999999999999997, lift=3.1578947368421044), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), confidence=0.05294117647058823, lift=4.072398190045249), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.17999999999999997, lift=3.1578947368421044), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'b'}), confidence=0.05294117647058823, lift=4.072398190045249), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6923076923076923, lift=4.072398190045249), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.15789473684210525, lift=3.157894736842105), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6923076923076923, lift=4.072398190045249), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.15789473684210525, lift=3.157894736842105), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'home_and_lifestyle', 'member'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'b', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.06363636363636364, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), confidence=0.04242424242424242, lift=3.263403263403263), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'member'}), confidence=0.06363636363636364, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'b'}), confidence=0.04242424242424242, lift=3.263403263403263), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5384615384615385, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.3333333333333333, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5384615384615385, lift=3.263403263403264), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.3333333333333333, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'home_and_lifestyle', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'b', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'member'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.08433734939759036, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.2545454545454546, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.16470588235294117, lift=3.1076581576026636), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.2545454545454546, lift=3.181818181818182), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.16470588235294117, lift=3.1076581576026636), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5283018867924528, lift=3.1076581576026636), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.35, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5283018867924528, lift=3.1076581576026636), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.35, lift=3.1818181818181817), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'normal'}), support=0.029, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'normal', 'mangalore'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'normal'}), confidence=0.08734939759036145, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.17365269461077845, lift=3.0465385019434814), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.17365269461077845, lift=3.0465385019434814), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5087719298245614, lift=3.0465385019434814), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5087719298245614, lift=3.0465385019434814), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'sports_and_travel'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'male', 'sports_and_travel', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'sports_and_travel', 'b'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.1272727272727273, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'sports_and_travel', 'mangalore'}), confidence=0.08235294117647059, lift=3.1674208144796383), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.22580645161290322, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.1272727272727273, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b'}), confidence=0.08235294117647059, lift=3.1674208144796383), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.22580645161290322, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.24561403508771928, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5384615384615385, lift=3.1674208144796383), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.24561403508771928, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5384615384615385, lift=3.1674208144796383), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'member', 'sports_and_travel'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b', 'member'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.1935483870967742, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.1090909090909091, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.1935483870967742, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.22641509433962265, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.22641509433962265, lift=3.6518563603164944), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'b', 'sports_and_travel', 'normal'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'cash', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b', 'normal'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.1272727272727273, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'sports_and_travel', 'mangalore'}), confidence=0.08383233532934131, lift=3.2243205895900506), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.22580645161290322, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.1272727272727273, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b'}), confidence=0.08383233532934131, lift=3.2243205895900506), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.22580645161290322, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.24561403508771928, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5384615384615385, lift=3.224320589590051), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.24561403508771928, lift=3.961516694963214), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5384615384615385, lift=3.224320589590051), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'female', 'b'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', 'electronic_accessories', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'electronic_accessories'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), confidence=0.04938271604938271, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories'}), confidence=0.04938271604938271, lift=3.292181069958848), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5333333333333333, lift=3.2921810699588474), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5333333333333333, lift=3.2921810699588474), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'male', 'b'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'male', 'electronic_accessories', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'electronic_accessories'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'b', 'member'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), confidence=0.048484848484848485, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories'}), confidence=0.048484848484848485, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5333333333333333, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5333333333333333, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'b', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', 'fashion_accessories'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'female', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'fashion_accessories'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.10091743119266054, lift=3.0581039755351678), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.17741935483870966, lift=3.0071077091306724), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mangalore'}), confidence=0.06790123456790123, lift=3.5737491877842755), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'fashion_accessories'}), confidence=0.10091743119266054, lift=3.0581039755351678), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.17741935483870966, lift=3.0071077091306724), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'fashion_accessories'}), confidence=0.06790123456790123, lift=3.5737491877842755), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'fashion_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5789473684210527, lift=3.5737491877842755), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.1864406779661017, lift=3.0071077091306724), OrderedStatistic(items_base=frozenset({'b', 'female', 'fashion_accessories'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.3333333333333333, lift=3.058103975535168), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5789473684210527, lift=3.5737491877842755), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.1864406779661017, lift=3.0071077091306724), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.3333333333333333, lift=3.058103975535168), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', 'fashion_accessories'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'male', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'fashion_accessories'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'fashion_accessories', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal', 'fashion_accessories'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', 'health_and_beauty'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'female', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'credit_card', 'female'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'credit_card', 'female'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', 'normal'}), support=0.024, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', 'normal', 'mangalore'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'normal'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.14814814814814814, lift=3.2206119162640903), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.14814814814814814, lift=3.2206119162640903), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5217391304347826, lift=3.22061191626409), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5217391304347826, lift=3.22061191626409), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', 'sports_and_travel'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'female', 'sports_and_travel', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'sports_and_travel'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), confidence=0.05555555555555555, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'sports_and_travel'}), confidence=0.05555555555555555, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'food_and_beverages', 'member'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'food_and_beverages', 'member'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.11926605504587155, lift=4.112622587788674), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.25999999999999995, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), confidence=0.07878787878787878, lift=3.151515151515151), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.11926605504587155, lift=4.112622587788674), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.25999999999999995, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'food_and_beverages'}), confidence=0.07878787878787878, lift=3.151515151515151), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5199999999999999, lift=3.151515151515151), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.20634920634920634, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.44827586206896547, lift=4.112622587788674), OrderedStatistic(items_base=frozenset({'credit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5199999999999999, lift=3.151515151515151), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.20634920634920634, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.44827586206896547, lift=4.112622587788674), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'food_and_beverages', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'food_and_beverages', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'normal', 'food_and_beverages', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal', 'food_and_beverages'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'normal', 'food_and_beverages', 'mangalore'}), confidence=0.11009174311926606, lift=5.242463958060288), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.24, lift=5.217391304347826), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'normal', 'food_and_beverages'}), confidence=0.11009174311926606, lift=5.242463958060288), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.24, lift=5.217391304347826), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.2608695652173913, lift=5.217391304347825), OrderedStatistic(items_base=frozenset({'b', 'normal', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5714285714285714, lift=5.242463958060288), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.2608695652173913, lift=5.217391304347825), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5714285714285714, lift=5.242463958060288), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'member', 'health_and_beauty'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'member', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'credit_card', 'member'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.11009174311926606, lift=4.234297812279464), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.22641509433962265, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'mangalore'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.11009174311926606, lift=4.234297812279464), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.22641509433962265, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'credit_card'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'credit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7058823529411764, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.19047619047619047, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.46153846153846156, lift=4.234297812279464), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7058823529411764, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.19047619047619047, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.46153846153846156, lift=4.234297812279464), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'credit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'health_and_beauty', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'credit_card', 'normal', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'credit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'credit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', 'home_and_lifestyle'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'home_and_lifestyle', 'credit_card', 'male', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'credit_card', 'male'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'home_and_lifestyle', 'male'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'male', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'b', 'home_and_lifestyle', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'home_and_lifestyle', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.16, lift=3.4782608695652177), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'mangalore'}), confidence=0.04790419161676646, lift=3.193612774451098), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.16, lift=3.4782608695652177), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'home_and_lifestyle'}), confidence=0.04790419161676646, lift=3.193612774451098), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'home_and_lifestyle'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5333333333333333, lift=3.1936127744510974), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.17391304347826086, lift=3.4782608695652173), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5333333333333333, lift=3.1936127744510974), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.17391304347826086, lift=3.4782608695652173), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', 'normal'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'credit_card', 'male', 'normal', 'mangalore'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'normal'}), confidence=0.06626506024096385, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'female', 'b', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'debit_card', 'electronic_accessories', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'electronic_accessories'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'male', 'b', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'debit_card', 'electronic_accessories', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'electronic_accessories'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), confidence=0.05294117647058823, lift=3.308823529411764), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'electronic_accessories'}), confidence=0.05294117647058823, lift=3.308823529411764), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5625, lift=3.3088235294117645), OrderedStatistic(items_base=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5625, lift=3.3088235294117645), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'b', 'member', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'electronic_accessories', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'b', 'debit_card', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'electronic_accessories', 'normal'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'electronic_accessories', 'normal', 'mangalore'}), confidence=0.08849557522123894, lift=3.1605562579013906), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), confidence=0.059880239520958084, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'normal'}), confidence=0.08849557522123894, lift=3.1605562579013906), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'electronic_accessories'}), confidence=0.059880239520958084, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.35714285714285715, lift=3.1605562579013906), OrderedStatistic(items_base=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.35714285714285715, lift=3.1605562579013906), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'electronic_accessories', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'debit_card', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'fashion_accessories', 'debit_card'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'male', 'debit_card', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'fashion_accessories'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'male', 'mangalore'}), confidence=0.09734513274336282, lift=3.356728715288373), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), confidence=0.06470588235294117, lift=3.081232492997198), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'fashion_accessories'}), confidence=0.09734513274336282, lift=3.356728715288373), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'fashion_accessories'}), confidence=0.06470588235294117, lift=3.081232492997198), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5238095238095237, lift=3.081232492997198), OrderedStatistic(items_base=frozenset({'b', 'male', 'fashion_accessories'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.3793103448275862, lift=3.3567287152883734), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5238095238095237, lift=3.081232492997198), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.3793103448275862, lift=3.3567287152883734), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'member', 'fashion_accessories', 'debit_card'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'member', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'fashion_accessories', 'member'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.16129032258064516, lift=3.291639236339697), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.16129032258064516, lift=3.291639236339697), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.20408163265306123, lift=3.291639236339697), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.20408163265306123, lift=3.291639236339697), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'fashion_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'fashion_accessories', 'debit_card', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', 'debit_card', 'fashion_accessories'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'normal', 'mangalore'}), confidence=0.09734513274336282, lift=3.244837758112094), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), confidence=0.06586826347305388, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal', 'fashion_accessories'}), confidence=0.09734513274336282, lift=3.244837758112094), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'fashion_accessories'}), confidence=0.06586826347305388, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5238095238095237, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'b', 'normal', 'fashion_accessories'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.36666666666666664, lift=3.244837758112094), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5238095238095237, lift=3.1365839749073277), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.36666666666666664, lift=3.244837758112094), OrderedStatistic(items_base=frozenset({'b', 'normal', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'food_and_beverages'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.16, lift=3.1999999999999997), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.16, lift=3.1999999999999997), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.16, lift=3.1999999999999997), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.16, lift=3.1999999999999997), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'health_and_beauty', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'female', 'debit_card', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female', 'debit_card'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'female', 'mangalore'}), confidence=0.061946902654867256, lift=3.0973451327433628), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female'}), confidence=0.061946902654867256, lift=3.0973451327433628), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.35, lift=3.0973451327433628), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.35, lift=3.0973451327433628), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'home_and_lifestyle', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'female', 'home_and_lifestyle', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle', 'debit_card'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), confidence=0.07964601769911503, lift=3.620273531777956), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.17999999999999997, lift=3.599999999999999), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle'}), confidence=0.07964601769911503, lift=3.620273531777956), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.17999999999999997, lift=3.599999999999999), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.17999999999999997, lift=3.599999999999999), OrderedStatistic(items_base=frozenset({'b', 'female', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.40909090909090906, lift=3.620273531777956), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.17999999999999997, lift=3.599999999999999), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.40909090909090906, lift=3.620273531777956), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'female', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'member', 'debit_card'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'debit_card', 'member', 'mangalore'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'member'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.15432098765432098, lift=3.149407911312673), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.15432098765432098, lift=3.149407911312673), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.15151515151515152, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5102040816326531, lift=3.1494079113126734), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5102040816326531, lift=3.1494079113126734), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'debit_card', 'normal'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'debit_card', 'normal', 'mangalore'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'normal'}), confidence=0.07530120481927711, lift=3.0120481927710845), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'sports_and_travel', 'mangalore', 'female', 'b', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'female', 'sports_and_travel', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel', 'debit_card'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), confidence=0.05555555555555555, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'debit_card'}), confidence=0.05555555555555555, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'food_and_beverages', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'food_and_beverages'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'food_and_beverages', 'mangalore'}), confidence=0.07964601769911503, lift=3.7926675094816678), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.05294117647058823, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages'}), confidence=0.07964601769911503, lift=3.7926675094816678), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages'}), confidence=0.05294117647058823, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5294117647058822, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4285714285714285, lift=3.7926675094816678), OrderedStatistic(items_base=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5294117647058822, lift=3.114186851211072), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4285714285714285, lift=3.7926675094816678), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'food_and_beverages', 'member', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'member', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages', 'member'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.10619469026548672, lift=3.66188587122368), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.24, lift=4.897959183673469), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.10619469026548672, lift=3.66188587122368), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.24, lift=4.897959183673469), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7058823529411764, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.24489795918367346, lift=4.897959183673469), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.41379310344827586, lift=3.66188587122368), OrderedStatistic(items_base=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7058823529411764, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.24489795918367346, lift=4.897959183673469), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.41379310344827586, lift=3.66188587122368), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'member', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'food_and_beverages', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'normal', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'normal', 'debit_card', 'food_and_beverages'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'normal', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'normal', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'health_and_beauty', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', 'debit_card', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', 'debit_card'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.10619469026548672, lift=3.218020917135961), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.22641509433962265, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), confidence=0.07058823529411765, lift=3.7151702786377707), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male'}), confidence=0.10619469026548672, lift=3.218020917135961), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.22641509433962265, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card'}), confidence=0.07058823529411765, lift=3.7151702786377707), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6315789473684211, lift=3.715170278637771), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.19047619047619047, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.36363636363636365, lift=3.2180209171359615), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6315789473684211, lift=3.715170278637771), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.19047619047619047, lift=3.5938903863432166), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.36363636363636365, lift=3.2180209171359615), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'member', 'health_and_beauty', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'member', 'mangalore'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card', 'member'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.1509433962264151, lift=3.0804774740084713), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.1509433962264151, lift=3.0804774740084713), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.16326530612244897, lift=3.0804774740084713), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.16326530612244897, lift=3.0804774740084713), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'health_and_beauty', 'debit_card', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'normal', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.09734513274336282, lift=3.6053752867912157), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.20754716981132074, lift=3.2429245283018866), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), confidence=0.06586826347305388, lift=3.466750709108099), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'normal'}), confidence=0.09734513274336282, lift=3.6053752867912157), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.20754716981132074, lift=3.2429245283018866), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card'}), confidence=0.06586826347305388, lift=3.466750709108099), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5789473684210527, lift=3.4667507091080996), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.171875, lift=3.242924528301887), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4074074074074074, lift=3.6053752867912157), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5789473684210527, lift=3.4667507091080996), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.171875, lift=3.242924528301887), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4074074074074074, lift=3.6053752867912157), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'home_and_lifestyle', 'debit_card'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle', 'debit_card'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.1150442477876106, lift=4.108723135271807), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.25999999999999995, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'mangalore'}), confidence=0.07647058823529411, lift=3.475935828877005), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle'}), confidence=0.1150442477876106, lift=4.108723135271807), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.25999999999999995, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), confidence=0.07647058823529411, lift=3.475935828877005), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5909090909090909, lift=3.4759358288770055), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.20634920634920634, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.46428571428571425, lift=4.108723135271807), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5909090909090909, lift=3.4759358288770055), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.20634920634920634, lift=4.1269841269841265), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.46428571428571425, lift=4.108723135271807), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'male', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'home_and_lifestyle', 'member', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'home_and_lifestyle', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'home_and_lifestyle', 'debit_card', 'normal'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal', 'debit_card'}), confidence=0.04518072289156626, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.1327433628318584, lift=4.577357339029599), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.3, lift=4.6875), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'mangalore'}), confidence=0.08982035928143711, lift=4.0827436037016875), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal'}), confidence=0.1327433628318584, lift=4.577357339029599), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.3, lift=4.6875), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), confidence=0.08982035928143711, lift=4.0827436037016875), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6818181818181819, lift=4.0827436037016875), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.234375, lift=4.6875), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5172413793103448, lift=4.577357339029599), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6818181818181819, lift=4.0827436037016875), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.234375, lift=4.6875), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5172413793103448, lift=4.577357339029599), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'member', 'debit_card'}), support=0.024, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'debit_card', 'member', 'mangalore'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'member'}), confidence=0.07228915662650602, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'debit_card', 'normal'}), support=0.039, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), confidence=0.11746987951807228, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'normal'}), confidence=0.11746987951807228, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.34513274336283184, lift=3.8348082595870205), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.22941176470588234, lift=3.5845588235294117), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.2335329341317365, lift=3.706871970345024), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.34513274336283184, lift=3.8348082595870205), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.22941176470588234, lift=3.5845588235294117), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.2335329341317365, lift=3.706871970345024), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6190476190476191, lift=3.7068719703450244), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.609375, lift=3.5845588235294117), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.43333333333333335, lift=3.8348082595870205), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6190476190476191, lift=3.7068719703450244), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.609375, lift=3.5845588235294117), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.43333333333333335, lift=3.8348082595870205), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'sports_and_travel', 'mangalore', 'male', 'b', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'male', 'sports_and_travel', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'debit_card'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'member', 'sports_and_travel', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'debit_card', 'sports_and_travel', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'b', 'sports_and_travel', 'normal', 'debit_card'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal', 'debit_card'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.10619469026548672, lift=3.3185840707964602), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), confidence=0.0718562874251497, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.1935483870967742, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.10619469026548672, lift=3.3185840707964602), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'debit_card'}), confidence=0.0718562874251497, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.1935483870967742, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.1875, lift=3.024193548387097), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.375, lift=3.3185840707964602), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.1875, lift=3.024193548387097), OrderedStatistic(items_base=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.375, lift=3.3185840707964602), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'female', 'b', 'member'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories', 'member'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'electronic_accessories', 'member', 'mangalore'}), confidence=0.08641975308641975, lift=3.2007315957933242), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.08484848484848484, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'member'}), confidence=0.08641975308641975, lift=3.2007315957933242), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.08484848484848484, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5185185185185185, lift=3.200731595793324), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5185185185185185, lift=3.200731595793324), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'male', 'b', 'member'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'electronic_accessories', 'member'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'electronic_accessories', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'fashion_accessories', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'fashion_accessories', 'male', 'normal', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'normal', 'fashion_accessories'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', 'member'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'food_and_beverages', 'member'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.1111111111111111, lift=3.8314176245210723), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.35999999999999993, lift=4.235294117647058), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.10909090909090907, lift=3.761755485893416), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.1111111111111111, lift=3.8314176245210723), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.35999999999999993, lift=4.235294117647058), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'food_and_beverages'}), confidence=0.10909090909090907, lift=3.761755485893416), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.6206896551724137, lift=3.761755485893416), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.2117647058823529, lift=4.235294117647058), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6206896551724137, lift=3.8314176245210723), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.6206896551724137, lift=3.761755485893416), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.2117647058823529, lift=4.235294117647058), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6206896551724137, lift=3.8314176245210723), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'normal', 'food_and_beverages', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'normal', 'food_and_beverages'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'normal', 'food_and_beverages', 'mangalore'}), confidence=0.06790123456790123, lift=3.233392122281011), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'normal', 'food_and_beverages'}), confidence=0.06790123456790123, lift=3.233392122281011), OrderedStatistic(items_base=frozenset({'b', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5238095238095237, lift=3.2333921222810105), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5238095238095237, lift=3.2333921222810105), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'member', 'health_and_beauty'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'female', 'member', 'mangalore'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female', 'member'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'health_and_beauty', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'female', 'normal', 'mangalore'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female', 'normal'}), confidence=0.03915662650602409, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.24528301886792453, lift=3.1854937515314874), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'health_and_beauty', 'female', 'mangalore'}), confidence=0.0778443113772455, lift=3.892215568862275), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.24528301886792453, lift=3.1854937515314874), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'female'}), confidence=0.0778443113772455, lift=3.892215568862275), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6499999999999999, lift=3.892215568862275), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.16883116883116883, lift=3.1854937515314874), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6499999999999999, lift=3.892215568862275), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.16883116883116883, lift=3.1854937515314874), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'home_and_lifestyle', 'member'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle', 'member'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.07407407407407407, lift=3.527336860670194), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), confidence=0.07272727272727272, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'member'}), confidence=0.07407407407407407, lift=3.527336860670194), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle'}), confidence=0.07272727272727272, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'b', 'female', 'home_and_lifestyle'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5454545454545455, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5714285714285714, lift=3.527336860670194), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5454545454545455, lift=3.3057851239669422), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5714285714285714, lift=3.527336860670194), OrderedStatistic(items_base=frozenset({'b', 'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'home_and_lifestyle', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle', 'normal'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'member', 'sports_and_travel'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel', 'member'}), confidence=0.05421686746987951, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.1111111111111111, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.10909090909090907, lift=3.636363636363636), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.29032258064516125, lift=3.4155597722960147), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.1111111111111111, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.10909090909090907, lift=3.636363636363636), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.29032258064516125, lift=3.4155597722960147), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.2117647058823529, lift=3.4155597722960147), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.6, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.2117647058823529, lift=3.4155597722960147), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.6, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6, lift=3.7037037037037033), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'sports_and_travel', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'female', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel', 'normal'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'food_and_beverages', 'member'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages', 'member'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'male', 'food_and_beverages', 'mangalore'}), confidence=0.06666666666666667, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages'}), confidence=0.06666666666666667, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5238095238095237, lift=3.174603174603174), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5238095238095237, lift=3.174603174603174), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'food_and_beverages', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'normal', 'food_and_beverages', 'mangalore'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'normal', 'food_and_beverages'}), confidence=0.030120481927710843, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal', 'food_and_beverages'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'member', 'health_and_beauty'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', 'member', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', 'member'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.3584905660377358, lift=4.481132075471698), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.11176470588235293, lift=4.298642533936651), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.11515151515151514, lift=3.4894398530762163), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.3584905660377358, lift=4.481132075471698), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.11176470588235293, lift=4.298642533936651), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male'}), confidence=0.11515151515151514, lift=3.4894398530762163), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5757575757575757, lift=3.4894398530762163), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7307692307692308, lift=4.298642533936651), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.2375, lift=4.481132075471698), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5757575757575757, lift=3.4894398530762163), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7307692307692308, lift=4.298642533936651), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.2375, lift=4.481132075471698), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'health_and_beauty', 'normal'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'health_and_beauty', 'male', 'normal', 'mangalore'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', 'normal'}), confidence=0.04216867469879518, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.08235294117647059, lift=3.0501089324618738), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'normal'}), confidence=0.08235294117647059, lift=3.0501089324618738), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5185185185185185, lift=3.0501089324618733), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5185185185185185, lift=3.0501089324618733), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'home_and_lifestyle', 'member'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle', 'member'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'home_and_lifestyle', 'normal'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle', 'normal'}), confidence=0.0572289156626506, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.37999999999999995, lift=4.222222222222221), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.11176470588235293, lift=3.853955375253549), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.11377245508982035, lift=4.063301967493584), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.37999999999999995, lift=4.222222222222221), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal'}), confidence=0.11176470588235293, lift=3.853955375253549), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle'}), confidence=0.11377245508982035, lift=4.063301967493584), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6785714285714285, lift=4.063301967493584), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6551724137931034, lift=3.853955375253549), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.2111111111111111, lift=4.222222222222222), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6785714285714285, lift=4.063301967493584), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6551724137931034, lift=3.853955375253549), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.2111111111111111, lift=4.222222222222222), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'member', 'sports_and_travel'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'member'}), confidence=0.03614457831325301, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'sports_and_travel', 'normal'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), confidence=0.060240963855421686, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.11764705882352941, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.11976047904191617, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.3225806451612903, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.11764705882352941, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.11976047904191617, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.3225806451612903, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.22222222222222224, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.22222222222222224, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'female', 'c', 'mysore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'electronic_accessories', 'mysore'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'electronic_accessories', 'c'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'electronic_accessories'}), confidence=0.1370967741935484, lift=4.8963133640553), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.30909090909090914, lift=4.683195592286502), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories'}), confidence=0.0955056179775281, lift=3.2932971716389), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'electronic_accessories', 'c'}), confidence=0.1370967741935484, lift=4.8963133640553), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.30909090909090914, lift=4.683195592286502), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'electronic_accessories', 'c'}), confidence=0.0955056179775281, lift=3.2932971716389), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5862068965517242, lift=3.2932971716389003), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.25757575757575757, lift=4.683195592286501), OrderedStatistic(items_base=frozenset({'female', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.6071428571428572, lift=4.8963133640553), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories'}), items_add=frozenset({'female', 'c'}), confidence=0.5862068965517242, lift=3.2932971716389003), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.25757575757575757, lift=4.683195592286501), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'electronic_accessories'}), items_add=frozenset({'cash', 'c'}), confidence=0.6071428571428572, lift=4.8963133640553), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'electronic_accessories', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'male', 'c', 'mysore'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'electronic_accessories'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'electronic_accessories', 'c'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories'}), confidence=0.0967741935483871, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.2181818181818182, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'electronic_accessories', 'c'}), confidence=0.0967741935483871, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.2181818181818182, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.20689655172413793, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'male', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4444444444444445, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.20689655172413793, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'c'}), confidence=0.4444444444444445, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'c', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'electronic_accessories', 'member', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'c', 'mysore', 'normal'}), support=0.022, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories', 'normal'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'electronic_accessories', 'normal', 'c'}), confidence=0.06707317073170731, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'normal'}), confidence=0.17741935483870966, lift=5.069124423963133), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.39999999999999997, lift=6.153846153846153), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories'}), confidence=0.13836477987421383, lift=4.771199306007373), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'electronic_accessories', 'normal', 'c'}), confidence=0.17741935483870966, lift=5.069124423963133), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.39999999999999997, lift=6.153846153846153), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'electronic_accessories', 'c'}), confidence=0.13836477987421383, lift=4.771199306007373), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7586206896551724, lift=4.771199306007373), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.3384615384615384, lift=6.153846153846153), OrderedStatistic(items_base=frozenset({'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.6285714285714284, lift=5.069124423963133), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.7586206896551724, lift=4.771199306007373), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.3384615384615384, lift=6.153846153846153), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.6285714285714284, lift=5.069124423963133), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'fashion_accessories', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'female', 'fashion_accessories'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'fashion_accessories'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'fashion_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'fashion_accessories', 'mysore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'fashion_accessories'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'fashion_accessories'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'fashion_accessories', 'male', 'mysore'}), confidence=0.11290322580645161, lift=3.763440860215054), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.21538461538461537, lift=3.7135278514588856), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories'}), confidence=0.09333333333333334, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'fashion_accessories', 'male', 'c'}), confidence=0.11290322580645161, lift=3.763440860215054), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.21538461538461537, lift=3.7135278514588856), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.09333333333333334, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6363636363636365, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.24137931034482757, lift=3.7135278514588856), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'c'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4666666666666667, lift=3.763440860215054), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'male', 'c'}), confidence=0.6363636363636365, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.24137931034482757, lift=3.7135278514588856), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mysore'}), items_add=frozenset({'cash', 'c'}), confidence=0.4666666666666667, lift=3.763440860215054), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'fashion_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'fashion_accessories', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'fashion_accessories', 'mysore', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'normal', 'fashion_accessories'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'normal', 'c', 'fashion_accessories'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories'}), confidence=0.07547169811320754, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.07547169811320754, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5454545454545455, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.5454545454545455, lift=3.430531732418525), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'fashion_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore'}), support=0.017, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), confidence=0.05182926829268293, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.1370967741935484, lift=3.6078098471986424), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.0955056179775281, lift=3.080826386371874), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.25757575757575757, lift=3.902662993572084), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.1370967741935484, lift=3.6078098471986424), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.0955056179775281, lift=3.080826386371874), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.25757575757575757, lift=3.902662993572084), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.25757575757575757, lift=3.902662993572084), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5483870967741936, lift=3.0808263863718746), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.44736842105263164, lift=3.6078098471986424), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.25757575757575757, lift=3.902662993572084), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.5483870967741936, lift=3.0808263863718746), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.44736842105263164, lift=3.6078098471986424), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'health_and_beauty', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'female', 'mysore'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'female', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'female', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'female', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'home_and_lifestyle', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'home_and_lifestyle', 'mysore'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'home_and_lifestyle', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), confidence=0.05056179775280899, lift=3.611556982343499), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.19999999999999998, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c'}), confidence=0.05056179775280899, lift=3.611556982343499), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.19999999999999998, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.13636363636363635, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6428571428571428, lift=3.611556982343499), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.13636363636363635, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'female', 'c'}), confidence=0.6428571428571428, lift=3.611556982343499), OrderedStatistic(items_base=frozenset({'cash', 'female', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'home_and_lifestyle', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'member', 'mysore'}), support=0.031, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore', 'member'}), confidence=0.09451219512195122, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'member'}), confidence=0.09451219512195122, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'mysore', 'normal'}), support=0.035, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'normal', 'mysore'}), confidence=0.10670731707317074, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.10670731707317074, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.28225806451612906, lift=3.4421715184893786), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.1966292134831461, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.22012578616352202, lift=3.335239184295788), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.28225806451612906, lift=3.4421715184893786), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.1966292134831461, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.22012578616352202, lift=3.335239184295788), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5303030303030303, lift=3.335239184295788), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5384615384615385, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.426829268292683, lift=3.4421715184893786), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5303030303030303, lift=3.335239184295788), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', 'c'}), confidence=0.5384615384615385, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.426829268292683, lift=3.4421715184893786), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'mysore', 'sports_and_travel'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'mysore'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'sports_and_travel'}), confidence=0.05056179775280899, lift=3.8893690579083837), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.19999999999999998, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'sports_and_travel', 'c'}), confidence=0.05056179775280899, lift=3.8893690579083837), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.19999999999999998, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.13636363636363635, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6923076923076923, lift=3.8893690579083837), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.13636363636363635, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'c'}), confidence=0.6923076923076923, lift=3.8893690579083837), OrderedStatistic(items_base=frozenset({'cash', 'female', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'sports_and_travel', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'mysore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'food_and_beverages'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'food_and_beverages'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages'}), confidence=0.11290322580645161, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.21212121212121213, lift=3.6572622779519333), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.09333333333333334, lift=3.010752688172043), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c', 'food_and_beverages'}), confidence=0.11290322580645161, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.21212121212121213, lift=3.6572622779519333), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.09333333333333334, lift=3.010752688172043), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore'}), confidence=0.45161290322580644, lift=3.010752688172043), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.24137931034482757, lift=3.657262277951933), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'male', 'c'}), confidence=0.45161290322580644, lift=3.010752688172043), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.24137931034482757, lift=3.657262277951933), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.018, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages', 'member'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'food_and_beverages', 'member'}), confidence=0.0548780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages', 'member'}), confidence=0.14516129032258063, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.2727272727272727, lift=4.622496147919876), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.10650887573964496, lift=3.4357701851498375), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages', 'member'}), confidence=0.14516129032258063, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.2727272727272727, lift=4.622496147919876), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.10650887573964496, lift=3.4357701851498375), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5806451612903225, lift=3.435770185149837), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.3050847457627119, lift=4.622496147919877), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.5806451612903225, lift=3.435770185149837), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.3050847457627119, lift=4.622496147919877), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.10483870967741934, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.19696969696969696, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.10483870967741934, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.19696969696969696, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.19999999999999998, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.43333333333333335, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.19999999999999998, lift=3.03030303030303), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.43333333333333335, lift=3.4946236559139785), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'health_and_beauty', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'mysore'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore'}), confidence=0.06, lift=4.0), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'c'}), confidence=0.06, lift=4.0), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore'}), items_add=frozenset({'male', 'c'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'male', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'member', 'health_and_beauty', 'mysore'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'c', 'member'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore'}), confidence=0.047337278106508875, lift=3.155818540433925), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'c'}), confidence=0.047337278106508875, lift=3.155818540433925), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5333333333333333, lift=3.1558185404339247), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.5333333333333333, lift=3.1558185404339247), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'health_and_beauty', 'mysore', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'c', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'home_and_lifestyle', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'home_and_lifestyle'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'home_and_lifestyle', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'home_and_lifestyle', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.19999999999999998, lift=3.389830508474576), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), confidence=0.05325443786982248, lift=3.8038884192730342), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.19999999999999998, lift=3.389830508474576), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c'}), confidence=0.05325443786982248, lift=3.8038884192730342), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6428571428571428, lift=3.8038884192730342), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.15254237288135594, lift=3.3898305084745766), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c', 'member'}), confidence=0.6428571428571428, lift=3.8038884192730342), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.15254237288135594, lift=3.3898305084745766), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'c', 'home_and_lifestyle', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'member', 'mysore'}), support=0.028, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'member'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'member'}), confidence=0.08536585365853658, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.22580645161290322, lift=3.093239063190455), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.18666666666666668, lift=3.1638418079096047), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.22580645161290322, lift=3.093239063190455), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.18666666666666668, lift=3.1638418079096047), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4745762711864407, lift=3.1638418079096047), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3835616438356165, lift=3.0932390631904556), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.4745762711864407, lift=3.1638418079096047), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.3835616438356165, lift=3.0932390631904556), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'mysore', 'normal'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'normal'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'normal'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.24193548387096772, lift=3.1420192710515287), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.18867924528301885, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.24193548387096772, lift=3.1420192710515287), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.2, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.18867924528301885, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5172413793103448, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4615384615384615, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3896103896103896, lift=3.1420192710515287), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5172413793103448, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.4615384615384615, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.3896103896103896, lift=3.1420192710515287), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'cash', 'c', 'mysore', 'sports_and_travel', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'mysore', 'sports_and_travel', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'sports_and_travel', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'sports_and_travel', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'credit_card', 'female', 'c', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', 'electronic_accessories'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'electronic_accessories', 'c'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'electronic_accessories'}), confidence=0.033707865168539325, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'c'}), confidence=0.033707865168539325, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'electronic_accessories'}), items_add=frozenset({'female', 'c'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'credit_card', 'c', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'electronic_accessories', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'member', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'electronic_accessories', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'electronic_accessories', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'credit_card', 'c', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'electronic_accessories', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'normal', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore', 'electronic_accessories'}), confidence=0.031446540880503145, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'c'}), confidence=0.031446540880503145, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'credit_card', 'male', 'c', 'fashion_accessories', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'male'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'male', 'c'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'male', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'male'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'c', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore', 'member'}), confidence=0.11224489795918366, lift=3.5076530612244894), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore'}), confidence=0.06508875739644969, lift=3.2544378698224845), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'fashion_accessories', 'c', 'member'}), confidence=0.11224489795918366, lift=3.5076530612244894), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'c'}), confidence=0.06508875739644969, lift=3.2544378698224845), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5499999999999999, lift=3.2544378698224845), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.34375, lift=3.50765306122449), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.5499999999999999, lift=3.2544378698224845), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.34375, lift=3.50765306122449), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'c', 'fashion_accessories', 'mysore', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'c', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'normal'}), confidence=0.13846153846153844, lift=3.643724696356275), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'credit_card', 'c', 'normal'}), confidence=0.13846153846153844, lift=3.643724696356275), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'normal'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.23684210526315788, lift=3.643724696356275), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'normal'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.23684210526315788, lift=3.643724696356275), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'credit_card', 'male', 'c', 'food_and_beverages', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'male', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'male', 'c', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'food_and_beverages', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'c', 'food_and_beverages', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', 'food_and_beverages'}), confidence=0.05325443786982248, lift=3.5502958579881656), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', 'c', 'food_and_beverages'}), confidence=0.05325443786982248, lift=3.5502958579881656), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6, lift=3.550295857988165), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.6, lift=3.550295857988165), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'credit_card', 'c', 'home_and_lifestyle', 'member', 'mysore'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'home_and_lifestyle', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'c', 'member'}), confidence=0.03048780487804878, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'member'}), confidence=0.10204081632653061, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.22222222222222224, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', 'home_and_lifestyle'}), confidence=0.05917159763313609, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'member'}), confidence=0.10204081632653061, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.22222222222222224, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'c'}), confidence=0.05917159763313609, lift=3.944773175542406), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6666666666666667, lift=3.9447731755424065), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.16666666666666669, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.35714285714285715, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c', 'member'}), confidence=0.6666666666666667, lift=3.9447731755424065), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.16666666666666669, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.35714285714285715, lift=3.6443148688046647), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'c', 'home_and_lifestyle', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'home_and_lifestyle', 'c', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.05102040816326531, lift=3.0012004801920766), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'normal'}), confidence=0.05102040816326531, lift=3.0012004801920766), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.29411764705882354, lift=3.0012004801920766), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.29411764705882354, lift=3.0012004801920766), OrderedStatistic(items_base=frozenset({'credit_card', 'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'male', 'c', 'member', 'mysore'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'mysore', 'male', 'member'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'male', 'c', 'member'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.25510204081632654, lift=3.4945485043332405), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', 'male'}), confidence=0.14792899408284024, lift=3.6080242459229326), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.25510204081632654, lift=3.4945485043332405), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', 'male', 'c'}), confidence=0.14792899408284024, lift=3.6080242459229326), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6097560975609756, lift=3.608024245922932), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.34246575342465757, lift=3.4945485043332405), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male'}), items_add=frozenset({'c', 'member'}), confidence=0.6097560975609756, lift=3.608024245922932), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.34246575342465757, lift=3.4945485043332405), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'electronic_accessories', 'female', 'c', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', 'electronic_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'debit_card', 'electronic_accessories', 'c'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'electronic_accessories', 'c', 'mysore', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'electronic_accessories', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'normal', 'c'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card', 'electronic_accessories'}), confidence=0.050314465408805034, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'c'}), confidence=0.050314465408805034, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'electronic_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'normal', 'debit_card', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'electronic_accessories', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'female', 'c', 'home_and_lifestyle', 'mysore', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'home_and_lifestyle', 'debit_card'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c', 'debit_card'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'female', 'debit_card', 'c'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'female', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'member', 'mysore', 'debit_card'}), support=0.03, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', 'member'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'debit_card', 'c', 'member'}), confidence=0.09146341463414634, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.16853932584269662, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.17751479289940827, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.16853932584269662, lift=3.3707865168539324), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.17751479289940827, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5454545454545454, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.5454545454545454, lift=3.2275416890801503), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.6, lift=3.370786516853933), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'mysore', 'debit_card', 'normal'}), support=0.025, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', 'normal'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'debit_card', 'c', 'normal'}), confidence=0.07621951219512195, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'sports_and_travel', 'female', 'c', 'mysore', 'debit_card'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel', 'debit_card'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'sports_and_travel', 'c', 'debit_card'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'debit_card'}), confidence=0.04494382022471911, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.17777777777777778, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'sports_and_travel', 'c', 'debit_card'}), confidence=0.04494382022471911, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.17777777777777778, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.14545454545454545, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6153846153846154, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.14545454545454545, lift=3.2323232323232323), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'female', 'c'}), confidence=0.6153846153846154, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'c', 'food_and_beverages', 'member', 'mysore', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'debit_card', 'food_and_beverages', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'c', 'food_and_beverages', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'food_and_beverages', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'c', 'member', 'health_and_beauty', 'mysore', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'debit_card', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'c', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'debit_card', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'c', 'home_and_lifestyle', 'member', 'mysore', 'debit_card'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', 'home_and_lifestyle', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'member'}), confidence=0.08490566037735849, lift=3.0323450134770886), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.19999999999999998, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'debit_card'}), confidence=0.05325443786982248, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'c', 'member'}), confidence=0.08490566037735849, lift=3.0323450134770886), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.19999999999999998, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c', 'debit_card'}), confidence=0.05325443786982248, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5625, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.17999999999999997, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.3214285714285714, lift=3.0323450134770886), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.5625, lift=3.328402366863905), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.17999999999999997, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.3214285714285714, lift=3.0323450134770886), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'male', 'c', 'member', 'mysore', 'debit_card'}), support=0.02, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'member'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'debit_card', 'c', 'member'}), confidence=0.06097560975609756, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'sports_and_travel', 'male', 'c', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'sports_and_travel', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'sports_and_travel', 'c', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'sports_and_travel'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'sports_and_travel', 'c', 'member', 'mysore', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'debit_card', 'mysore', 'sports_and_travel', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'sports_and_travel', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'sports_and_travel', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'electronic_accessories', 'female', 'c', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'electronic_accessories', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'electronic_accessories', 'member', 'c'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c', 'electronic_accessories', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'electronic_accessories', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'electronic_accessories', 'male', 'c', 'member', 'mysore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'electronic_accessories', 'member', 'c'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'member'}), confidence=0.07333333333333333, lift=3.6666666666666665), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'electronic_accessories', 'member', 'c'}), confidence=0.07333333333333333, lift=3.6666666666666665), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5499999999999999, lift=3.6666666666666665), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5499999999999999, lift=3.6666666666666665), OrderedStatistic(items_base=frozenset({'male', 'c', 'electronic_accessories', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'male', 'c', 'mysore', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories', 'normal'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'electronic_accessories', 'normal', 'c'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.2909090909090909, lift=3.778040141676505), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'normal'}), confidence=0.10666666666666667, lift=3.0476190476190474), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories'}), confidence=0.10062893081761007, lift=3.7269974376892616), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.2909090909090909, lift=3.778040141676505), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'electronic_accessories', 'normal', 'c'}), confidence=0.10666666666666667, lift=3.0476190476190474), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', 'electronic_accessories', 'c'}), confidence=0.10062893081761007, lift=3.7269974376892616), OrderedStatistic(items_base=frozenset({'male', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5925925925925926, lift=3.726997437689261), OrderedStatistic(items_base=frozenset({'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'male', 'mysore'}), confidence=0.45714285714285713, lift=3.0476190476190474), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.2077922077922078, lift=3.7780401416765055), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.5925925925925926, lift=3.726997437689261), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.45714285714285713, lift=3.0476190476190474), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'electronic_accessories', 'c'}), confidence=0.2077922077922078, lift=3.7780401416765055), OrderedStatistic(items_base=frozenset({'male', 'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'female', 'c', 'fashion_accessories', 'mysore', 'normal'}), support=0.016, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'fashion_accessories', 'female', 'normal', 'mysore'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'fashion_accessories', 'female', 'c', 'normal'}), confidence=0.04878048780487805, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.24615384615384614, lift=3.0018761726078798), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.24615384615384614, lift=3.0018761726078798), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.1951219512195122, lift=3.0018761726078798), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.1951219512195122, lift=3.0018761726078798), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'normal', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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RelationRecord(items=frozenset({'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'member', 'health_and_beauty', 'mysore'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'female', 'mysore', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'female', 'c', 'member'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'health_and_beauty', 'mysore', 'normal'}), support=0.012, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'female', 'normal', 'mysore'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'female', 'c', 'normal'}), confidence=0.036585365853658534, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'female', 'mysore'}), confidence=0.07547169811320754, lift=3.281378178835111), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'health_and_beauty', 'female', 'c'}), confidence=0.07547169811320754, lift=3.281378178835111), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5217391304347826, lift=3.2813781788351104), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5217391304347826, lift=3.2813781788351104), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'normal', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'home_and_lifestyle', 'member', 'mysore'}), support=0.019, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'home_and_lifestyle', 'member'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c', 'member'}), confidence=0.05792682926829268, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'member'}), confidence=0.10674157303370786, lift=3.812199036918138), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.4222222222222222, lift=4.398148148148148), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', 'home_and_lifestyle'}), confidence=0.11242603550295857, lift=4.497041420118342), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'home_and_lifestyle', 'c', 'member'}), confidence=0.10674157303370786, lift=3.812199036918138), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.4222222222222222, lift=4.398148148148148), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c'}), confidence=0.11242603550295857, lift=4.497041420118342), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7599999999999999, lift=4.497041420118342), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.19791666666666666, lift=4.398148148148148), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6785714285714285, lift=3.812199036918138), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'c', 'member'}), confidence=0.7599999999999999, lift=4.497041420118342), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.19791666666666666, lift=4.398148148148148), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.6785714285714285, lift=3.812199036918138), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'home_and_lifestyle', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'home_and_lifestyle', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'member', 'mysore', 'sports_and_travel'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel', 'member'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'sports_and_travel', 'c', 'member'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'member'}), confidence=0.08426966292134831, lift=3.0096308186195824), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel'}), confidence=0.08875739644970414, lift=3.0605998775760046), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.3333333333333333, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'sports_and_travel', 'c', 'member'}), confidence=0.08426966292134831, lift=3.0096308186195824), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', 'sports_and_travel', 'c'}), confidence=0.08875739644970414, lift=3.0605998775760046), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.3333333333333333, lift=3.472222222222222), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.15625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5172413793103448, lift=3.060599877576004), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5357142857142857, lift=3.009630818619583), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.15625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel'}), items_add=frozenset({'c', 'member'}), confidence=0.5172413793103448, lift=3.060599877576004), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.5357142857142857, lift=3.009630818619583), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'mysore', 'sports_and_travel', 'normal'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel', 'normal'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'sports_and_travel', 'c', 'normal'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'normal'}), confidence=0.07865168539325844, lift=4.626569729015202), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel'}), confidence=0.0880503144654088, lift=3.03621774018651), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.3111111111111111, lift=3.7940379403794036), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'sports_and_travel', 'c', 'normal'}), confidence=0.07865168539325844, lift=4.626569729015202), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'female', 'sports_and_travel', 'c'}), confidence=0.0880503144654088, lift=3.03621774018651), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.3111111111111111, lift=3.7940379403794036), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.17073170731707316, lift=3.7940379403794036), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.48275862068965514, lift=3.0362177401865105), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'mysore', 'female'}), confidence=0.8235294117647058, lift=4.626569729015202), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.17073170731707316, lift=3.7940379403794036), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel'}), items_add=frozenset({'c', 'normal'}), confidence=0.48275862068965514, lift=3.0362177401865105), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'normal'}), items_add=frozenset({'female', 'c'}), confidence=0.8235294117647058, lift=4.626569729015202), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'food_and_beverages', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'normal', 'c', 'food_and_beverages'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.1, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages'}), confidence=0.09433962264150943, lift=3.3692722371967654), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.1, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', 'c', 'food_and_beverages'}), confidence=0.09433962264150943, lift=3.3692722371967654), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5357142857142857, lift=3.3692722371967654), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.5357142857142857, lift=3.3692722371967654), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'male', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'member', 'health_and_beauty', 'mysore'}), support=0.014, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore', 'member'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'male', 'c', 'member'}), confidence=0.04268292682926829, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.2692307692307693, lift=3.6880927291886203), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'member'}), confidence=0.09333333333333334, lift=3.7333333333333334), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.2692307692307693, lift=3.6880927291886203), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'health_and_beauty', 'c', 'member'}), confidence=0.09333333333333334, lift=3.7333333333333334), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5599999999999999, lift=3.733333333333333), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.19178082191780824, lift=3.6880927291886203), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5599999999999999, lift=3.733333333333333), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.19178082191780824, lift=3.6880927291886203), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'health_and_beauty', 'mysore', 'normal'}), support=0.015, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore', 'normal'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'health_and_beauty', 'male', 'c', 'normal'}), confidence=0.04573170731707317, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.2884615384615385, lift=3.7462537462537466), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'normal'}), confidence=0.1, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore'}), confidence=0.09433962264150943, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.2884615384615385, lift=3.7462537462537466), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'health_and_beauty', 'c', 'normal'}), confidence=0.1, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'c'}), confidence=0.09433962264150943, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5172413793103448, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.1948051948051948, lift=3.746253746253746), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.5172413793103448, lift=3.253090435914118), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.5555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.1948051948051948, lift=3.746253746253746), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'home_and_lifestyle', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'home_and_lifestyle', 'mysore', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c', 'normal'}), confidence=0.033536585365853654, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.24444444444444444, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.07333333333333333, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle'}), confidence=0.06918238993710692, lift=3.4591194968553456), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.24444444444444444, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'normal'}), confidence=0.07333333333333333, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c'}), confidence=0.06918238993710692, lift=3.4591194968553456), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5499999999999999, lift=3.4591194968553456), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6470588235294117, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.14285714285714285, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'c', 'normal'}), confidence=0.5499999999999999, lift=3.4591194968553456), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.6470588235294117, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.14285714285714285, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'member', 'mysore', 'sports_and_travel'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'mysore', 'sports_and_travel', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'sports_and_travel', 'c', 'member'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'member'}), confidence=0.08666666666666667, lift=3.0952380952380953), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'male', 'mysore', 'sports_and_travel'}), confidence=0.07692307692307691, lift=4.807692307692307), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.28888888888888886, lift=3.95738203957382), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'sports_and_travel', 'c', 'member'}), confidence=0.08666666666666667, lift=3.0952380952380953), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'male', 'sports_and_travel', 'c'}), confidence=0.07692307692307691, lift=4.807692307692307), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.28888888888888886, lift=3.95738203957382), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.1780821917808219, lift=3.95738203957382), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.8125, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.46428571428571425, lift=3.095238095238095), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.1780821917808219, lift=3.95738203957382), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'sports_and_travel'}), items_add=frozenset({'c', 'member'}), confidence=0.8125, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.46428571428571425, lift=3.095238095238095), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'sports_and_travel', 'member'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', '1', 'a', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'cash', 'bangalore', 'male', 'normal'}), confidence=0.19444444444444448, lift=6.704980842911878), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'cash', 'male', 'a', 'normal'}), confidence=0.19444444444444448, lift=6.704980842911878), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', '1', 'normal'}), confidence=0.06363636363636364, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', '1', 'normal'}), confidence=0.03910614525139665, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male', '1'}), confidence=0.04046242774566474, lift=4.49582530507386), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', '1', 'normal'}), confidence=0.06363636363636364, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', '1', 'normal'}), confidence=0.03910614525139665, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'male', 'a', '1'}), confidence=0.04046242774566474, lift=4.49582530507386), OrderedStatistic(items_base=frozenset({'a', 'cash', '1'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.5, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.27999999999999997, lift=5.185185185185185), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.31818181818181823, lift=6.238859180035652), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '1'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.5, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.27999999999999997, lift=5.185185185185185), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.31818181818181823, lift=6.238859180035652), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.13725490196078433, lift=6.238859180035652), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.12962962962962962, lift=5.185185185185184), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'cash', 'bangalore', '1'}), confidence=0.07608695652173914, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.13725490196078433, lift=6.238859180035652), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.12962962962962962, lift=5.185185185185184), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'cash', 'a', '1'}), confidence=0.07608695652173914, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', '1'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.7777777777777779, lift=4.495825305073861), OrderedStatistic(items_base=frozenset({'a', 'cash', '1', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.875, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'a', 'male', '1', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.7777777777777779, lift=4.495825305073861), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '1', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.875, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.24137931034482757, lift=6.704980842911877), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.24137931034482757, lift=6.704980842911877)])
RelationRecord(items=frozenset({'bangalore', 'male', '1', 'member', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'member'}), confidence=0.1388888888888889, lift=3.858024691358025), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'male', 'debit_card', 'member'}), confidence=0.1388888888888889, lift=3.858024691358025), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '1', 'member'}), confidence=0.03968253968253968, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1', 'debit_card', 'member'}), confidence=0.02793296089385475, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '1', 'member'}), confidence=0.03968253968253968, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', '1', 'member'}), confidence=0.02793296089385475, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', '1', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.35714285714285715, lift=4.1050903119868645), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'a', '1', 'member'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.35714285714285715, lift=5.030181086519115), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'debit_card'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.35714285714285715, lift=4.1050903119868645), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'member'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.35714285714285715, lift=5.030181086519115), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '1', 'member'}), confidence=0.07042253521126761, lift=5.030181086519115), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.08064516129032258, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '1', 'debit_card'}), confidence=0.0574712643678161, lift=4.1050903119868645), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '1', 'member'}), confidence=0.07042253521126761, lift=5.030181086519115), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.08064516129032258, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', '1', 'debit_card'}), confidence=0.0574712643678161, lift=4.1050903119868645), OrderedStatistic(items_base=frozenset({'a', '1', 'member', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', 'male', '1', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.5555555555555556, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'member', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.5555555555555556, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '1'}), confidence=0.1388888888888889, lift=3.858024691358025), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'member'}), items_add=frozenset({'a', '1'}), confidence=0.1388888888888889, lift=3.858024691358025)])
RelationRecord(items=frozenset({'bangalore', 'male', '1', 'a', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), confidence=0.19444444444444448, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'a', 'male', 'debit_card', 'normal'}), confidence=0.19444444444444448, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '1', 'normal'}), confidence=0.05555555555555556, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '1', 'normal', 'debit_card'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '1', 'debit_card'}), confidence=0.04046242774566474, lift=3.371868978805395), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '1', 'normal'}), confidence=0.05555555555555556, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '1', 'normal', 'debit_card'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '1', 'debit_card'}), confidence=0.04046242774566474, lift=3.371868978805395), OrderedStatistic(items_base=frozenset({'a', '1', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.5, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.27999999999999997, lift=4.374999999999999), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.31818181818181823, lift=4.481434058898849), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'debit_card'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.5, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.27999999999999997, lift=4.374999999999999), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.31818181818181823, lift=4.481434058898849), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.09859154929577466, lift=4.481434058898849), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.109375, lift=4.375), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', '1', 'debit_card'}), confidence=0.07608695652173914, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.09859154929577466, lift=4.481434058898849), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.109375, lift=4.375), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '1', 'debit_card'}), confidence=0.07608695652173914, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'male', '1', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5833333333333334, lift=3.3718689788053955), OrderedStatistic(items_base=frozenset({'a', '1', 'normal', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'a', 'male', '1', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4375, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.5833333333333334, lift=3.3718689788053955), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.7777777777777779, lift=4.345127250155184), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4375, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '1'}), confidence=0.19999999999999998, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.19999999999999998, lift=5.555555555555555)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'male', '1', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'bangalore', 'male', 'a', 'fashion_accessories', 'normal'}), confidence=0.05357142857142857, lift=4.1208791208791204), OrderedStatistic(items_base=frozenset({'a', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'normal'}), confidence=0.16666666666666669, lift=12.820512820512823), OrderedStatistic(items_base=frozenset({'bangalore', '1'}), items_add=frozenset({'fashion_accessories', 'male', 'a', 'normal'}), confidence=0.16666666666666669, lift=12.820512820512823), OrderedStatistic(items_base=frozenset({'male', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'a', 'normal'}), confidence=0.08955223880597014, lift=3.0880082346886253), OrderedStatistic(items_base=frozenset({'1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'a'}), confidence=0.1090909090909091, lift=4.743083003952569), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', '1', 'normal'}), confidence=0.11764705882352942, lift=7.352941176470589), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'fashion_accessories', 'bangalore', '1', 'normal'}), confidence=0.0335195530726257, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', '1'}), confidence=0.034682080924855495, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'male', '1', 'normal'}), confidence=0.11764705882352942, lift=7.352941176470589), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'fashion_accessories', 'a', '1', 'normal'}), confidence=0.0335195530726257, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'male', 'a', '1'}), confidence=0.034682080924855495, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male'}), items_add=frozenset({'a', 'bangalore', '1', 'normal'}), confidence=0.07317073170731707, lift=3.3259423503325944), OrderedStatistic(items_base=frozenset({'a', 'bangalore', '1'}), items_add=frozenset({'fashion_accessories', 'male', 'normal'}), confidence=0.16666666666666669, lift=3.8759689922480627), OrderedStatistic(items_base=frozenset({'a', '1', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.5454545454545455, lift=5.928853754940713), OrderedStatistic(items_base=frozenset({'a', 'male', '1'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.24, lift=8.275862068965516), OrderedStatistic(items_base=frozenset({'a', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.27272727272727276, lift=11.857707509881426), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', '1'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.5454545454545455, lift=5.928853754940713), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.24, lift=8.275862068965516), OrderedStatistic(items_base=frozenset({'bangalore', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.27272727272727276, lift=11.857707509881426), OrderedStatistic(items_base=frozenset({'male', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'a'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'fashion_accessories'}), items_add=frozenset({'male', '1', 'normal'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1', 'normal'}), confidence=0.2608695652173913, lift=11.857707509881424), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', '1'}), confidence=0.20689655172413793, lift=8.275862068965516), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', '1'}), confidence=0.06521739130434782, lift=5.928853754940712), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'a', '1', 'normal'}), confidence=0.2608695652173913, lift=11.857707509881424), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '1'}), confidence=0.20689655172413793, lift=8.275862068965516), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', '1'}), confidence=0.06521739130434782, lift=5.928853754940712), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'normal'}), items_add=frozenset({'a', 'bangalore', '1'}), confidence=0.13953488372093026, lift=3.875968992248063), OrderedStatistic(items_base=frozenset({'a', 'bangalore', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'male'}), confidence=0.27272727272727276, lift=3.3259423503325944), OrderedStatistic(items_base=frozenset({'a', 'male', '1', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.75, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'a', 'normal', '1', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.75, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'a', 'male', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.375, lift=7.352941176470589), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', '1'}), items_add=frozenset({'a', 'normal'}), confidence=0.75, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', '1', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.75, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '1', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.375, lift=7.352941176470589), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'male', 'fashion_accessories'}), items_add=frozenset({'1', 'normal'}), confidence=0.2608695652173913, lift=4.743083003952569), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'normal', 'fashion_accessories'}), items_add=frozenset({'male', '1'}), confidence=0.20689655172413793, lift=3.0880082346886257), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal', 'fashion_accessories'}), items_add=frozenset({'bangalore', '1'}), confidence=0.46153846153846156, lift=12.820512820512823), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '1'}), confidence=0.46153846153846156, lift=12.820512820512823), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', 'a', 'normal'}), items_add=frozenset({'1'}), confidence=0.46153846153846156, lift=4.120879120879121)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', '1', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', '1', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', '1', 'b', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.15625, lift=5.580357142857142), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.15625, lift=5.580357142857142), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '1', 'member', 'mangalore'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '1', 'member', 'mangalore'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'male', '1', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '1', 'member'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '1', 'b', 'member'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'male', '1', 'b'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'cash', '1'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.4166666666666667, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'b', 'male', '1'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.2631578947368421, lift=4.965243296921549), OrderedStatistic(items_base=frozenset({'b', '1', 'member'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.2777777777777778, lift=4.8732943469785575), OrderedStatistic(items_base=frozenset({'cash', '1', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.4166666666666667, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'male', '1', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.2631578947368421, lift=4.965243296921549), OrderedStatistic(items_base=frozenset({'1', 'member', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.2777777777777778, lift=4.8732943469785575), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'1', 'member', 'mangalore'}), confidence=0.08771929824561403, lift=4.8732943469785575), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'male', '1', 'mangalore'}), confidence=0.09433962264150944, lift=4.96524329692155), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'cash', '1', 'mangalore'}), confidence=0.0625, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', '1', 'member'}), confidence=0.08771929824561403, lift=4.8732943469785575), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', '1'}), confidence=0.09433962264150944, lift=4.96524329692155), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'cash', '1', 'b'}), confidence=0.0625, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', '1'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', 'cash', '1', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'male', '1', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'cash', 'male', '1', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'cash', '1', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'male', '1', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'member'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.17857142857142858, lift=5.580357142857143), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.17857142857142858, lift=5.580357142857143), OrderedStatistic(items_base=frozenset({'cash', 'male', '1', 'b', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', '1', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', '1', 'b', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'credit_card', 'female', '1', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'credit_card', 'female', '1', 'b', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '1'}), items_add=frozenset({'credit_card', 'female', 'normal', 'mangalore'}), confidence=0.15625, lift=6.510416666666667), OrderedStatistic(items_base=frozenset({'1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'normal'}), confidence=0.15625, lift=6.510416666666667), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '1', 'normal', 'mangalore'}), confidence=0.045871559633027525, 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items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.35714285714285715, lift=4.63821892393321), OrderedStatistic(items_base=frozenset({'b', 'female', '1'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.38461538461538464, lift=8.361204013377927), OrderedStatistic(items_base=frozenset({'b', '1', 'normal'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.35714285714285715, lift=6.053268765133172), OrderedStatistic(items_base=frozenset({'credit_card', '1', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.35714285714285715, lift=4.63821892393321), OrderedStatistic(items_base=frozenset({'female', '1', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.38461538461538464, lift=8.361204013377927), OrderedStatistic(items_base=frozenset({'1', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.35714285714285715, 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OrderedStatistic(items_base=frozenset({'female', '1', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.8333333333333334, lift=7.6452599388379205), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'normal'}), items_add=frozenset({'1', 'mangalore'}), confidence=0.20833333333333334, lift=6.510416666666667), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '1'}), confidence=0.20833333333333334, lift=6.510416666666667), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '1', 'b', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'female', '1', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', '1', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'1'}), items_add=frozenset({'cash', 'c', 'member', 'fashion_accessories', 'mysore'}), confidence=0.044642857142857144, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', '1', 'member', 'fashion_accessories', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', '1', 'c', 'member', 'fashion_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), confidence=0.11363636363636365, lift=11.363636363636365), OrderedStatistic(items_base=frozenset({'cash', '1'}), items_add=frozenset({'fashion_accessories', 'mysore', 'c', 'member'}), 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OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories'}), items_add=frozenset({'mysore', '1', 'c', 'member'}), confidence=0.08771929824561403, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'fashion_accessories', '1', 'c', 'member'}), confidence=0.04032258064516129, lift=5.040322580645161), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member'}), items_add=frozenset({'cash', 'mysore', '1', 'c'}), confidence=0.058139534883720936, lift=3.059975520195839), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'cash', '1', 'c', 'member'}), confidence=0.07692307692307693, lift=5.91715976331361), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', '1', 'c', 'fashion_accessories'}), confidence=0.029585798816568046, lift=4.930966469428007), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), 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OrderedStatistic(items_base=frozenset({'cash', 'c', 'member', 'fashion_accessories', 'mysore'}), items_add=frozenset({'1'}), confidence=0.5, lift=4.464285714285714)])
RelationRecord(items=frozenset({'cash', 'female', '1', 'c', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', '1', 'member', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', '1', 'c', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'female', 'mysore', 'member'}), confidence=0.15909090909090912, lift=5.131964809384165), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'female', 'c', 'member'}), confidence=0.15909090909090912, lift=5.131964809384165), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', '1', 'member'}), confidence=0.056451612903225805, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', '1', 'member'}), confidence=0.03932584269662922, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'female', '1', 'mysore'}), confidence=0.04142011834319526, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '1', 'c', 'member'}), confidence=0.056451612903225805, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '1', 'c', 'member'}), confidence=0.03932584269662922, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'female', '1', 'c'}), confidence=0.04142011834319526, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'cash', '1', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.368421052631579, 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confidence=0.10606060606060606, lift=4.242424242424242), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', 'female', '1'}), confidence=0.11864406779661017, lift=5.649717514124293), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'cash', 'mysore', '1'}), confidence=0.07291666666666667, lift=3.8377192982456143), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'1', 'c', 'member'}), confidence=0.10606060606060606, lift=4.242424242424242), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'female', '1', 'c'}), confidence=0.11864406779661017, lift=5.649717514124293), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'cash', '1', 'c'}), confidence=0.07291666666666667, lift=3.8377192982456143), OrderedStatistic(items_base=frozenset({'cash', 'female', '1', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'cash', '1', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5384615384615385, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'female', '1', 'c', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'female', '1', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.7, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '1', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.5384615384615385, lift=3.0250648228176322), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.5, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.22580645161290322, lift=5.131964809384164), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.22580645161290322, lift=5.131964809384164), OrderedStatistic(items_base=frozenset({'cash', 'female', '1', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', '1', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', '1', 'c', 'member', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', '1', 'member', 'mysore'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', '1', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'member'}), confidence=0.13636363636363638, lift=4.870129870129871), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'cash', 'male', 'c', 'member'}), confidence=0.13636363636363638, lift=4.870129870129871), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', '1', 'member'}), confidence=0.04838709677419355, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'male', 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lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'mysore', '1', 'member', 'debit_card'}), items_add=frozenset({'female', 'c'}), confidence=0.8571428571428571, lift=4.815409309791332), OrderedStatistic(items_base=frozenset({'mysore', 'female', '1', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.42857142857142855, lift=4.0431266846361185), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '1'}), confidence=0.2, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'member'}), items_add=frozenset({'1', 'c'}), confidence=0.2, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'female', '1', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', '1', 'member', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', '1', 'c', 'mysore', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', '1', 'mysore', 'debit_card', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', '1', 'c', 'debit_card', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'1', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'normal'}), confidence=0.13636363636363638, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'mysore', '1'}), items_add=frozenset({'male', 'debit_card', 'c', 'normal'}), confidence=0.13636363636363638, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', '1', 'normal'}), confidence=0.05660377358490566, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '1', 'normal', 'debit_card'}), confidence=0.04, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', '1', 'debit_card'}), confidence=0.03773584905660377, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '1', 'c', 'normal'}), confidence=0.05660377358490566, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'1', 'c', 'normal', 'debit_card'}), confidence=0.04, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '1', 'c', 'debit_card'}), confidence=0.03773584905660377, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'1', 'c', 'debit_card'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.46153846153846156, 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items_add=frozenset({'mysore', '1'}), confidence=0.1935483870967742, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'1', 'c'}), confidence=0.1935483870967742, lift=4.398826979472141), OrderedStatistic(items_base=frozenset({'male', '1', 'c', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', '1', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', 'female', 'member', '10', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '10'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'member'}), confidence=0.13157894736842105, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'bangalore', '10'}), items_add=frozenset({'a', 'female', 'debit_card', 'member'}), confidence=0.13157894736842105, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', '10', 'member'}), confidence=0.03968253968253968, lift=3.6075036075036073), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', 'debit_card', '10'}), confidence=0.029940119760479042, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', '10', 'member'}), confidence=0.03968253968253968, lift=3.6075036075036073), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'debit_card', '10'}), confidence=0.029940119760479042, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '10'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.29411764705882354, lift=3.6764705882352944), OrderedStatistic(items_base=frozenset({'a', 'female', '10'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.25, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'a', 'member', '10'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.19999999999999998, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '10'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.29411764705882354, lift=3.6764705882352944), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '10'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.25, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'bangalore', 'member', '10'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.19999999999999998, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', '10', 'member'}), confidence=0.09090909090909091, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'female', '10'}), confidence=0.08064516129032258, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'bangalore', 'debit_card', '10'}), confidence=0.0625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', '10', 'member'}), confidence=0.09090909090909091, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'female', '10'}), confidence=0.08064516129032258, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'a', 'debit_card', '10'}), confidence=0.0625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', '10'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'a', 'female', 'member', '10'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4545454545454546, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', '10'}), items_add=frozenset({'a', 'member'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member', '10'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4545454545454546, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '10'}), confidence=0.19230769230769232, lift=5.060728744939271), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'member'}), items_add=frozenset({'a', '10'}), confidence=0.19230769230769232, lift=5.060728744939271)])
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items_add=frozenset({'a', '10'}), confidence=0.19444444444444448, lift=5.116959064327486)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', 'member', '10'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'credit_card', 'female', 'member', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'credit_card', 'female', 'b', 'member', '10'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'credit_card', 'female', 'member', 'mangalore'}), confidence=0.1388888888888889, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'female', 'member'}), confidence=0.1388888888888889, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '10', 'member', 'mangalore'}), confidence=0.045871559633027525, lift=5.73394495412844), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '10', 'member', 'mangalore'}), confidence=0.030864197530864196, lift=3.4293552812071333), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', 'female', '10', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '10', 'member'}), confidence=0.045871559633027525, lift=5.73394495412844), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '10', 'member'}), confidence=0.030864197530864196, lift=3.4293552812071333), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '10'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '10'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.3125, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.2777777777777778, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.3125, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.3125, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.2777777777777778, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'mangalore', 'member', '10'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.3125, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'10', 'member', 'mangalore'}), confidence=0.08474576271186442, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'female', '10', 'mangalore'}), confidence=0.07936507936507936, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'credit_card', '10', 'mangalore'}), confidence=0.058823529411764705, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '10', 'member'}), confidence=0.08474576271186442, lift=5.296610169491526), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.07936507936507936, lift=4.409171075837743), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), 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OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'member', '10'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.625, lift=5.73394495412844), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'member'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'member', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.14285714285714285, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'b', '10', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'female', '10', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', '10', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'male', '10', 'debit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', 'b', '10', 'debit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), confidence=0.1388888888888889, lift=3.5612535612535616), OrderedStatistic(items_base=frozenset({'mangalore', '10'}), items_add=frozenset({'b', 'male', 'debit_card', 'normal'}), confidence=0.1388888888888889, lift=3.5612535612535616), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '10', 'normal', 'mangalore'}), confidence=0.04424778761061947, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', '10', 'normal', 'mangalore'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'male', '10', 'mangalore'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal', '10'}), confidence=0.04424778761061947, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal', '10'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', '10'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'b', 'debit_card', '10'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.5, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', 'male', '10'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.2777777777777778, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'b', 'normal', '10'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.25, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.5, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'male', 'mangalore', '10'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.2777777777777778, lift=4.340277777777778), OrderedStatistic(items_base=frozenset({'mangalore', 'normal', '10'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.25, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'b', 'male', 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OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', '10'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal', '10'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal', '10'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore', '10'}), items_add=frozenset({'b', 'normal'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore', 'normal', '10'}), items_add=frozenset({'b', 'male'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', 'mangalore', 'normal', '10'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'normal'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.12820512820512822, lift=3.561253561253562), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '10'}), confidence=0.12820512820512822, lift=3.561253561253562), OrderedStatistic(items_base=frozenset({'male', 'b', '10', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', '10', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', '10', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'female', '10', 'food_and_beverages', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'mangalore', 'female', 'b', 'member', '10'}), confidence=0.03448275862068966, lift=4.310344827586207), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'female', 'b', '10', 'food_and_beverages', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '10'}), items_add=frozenset({'female', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.16666666666666669, lift=9.259259259259261), OrderedStatistic(items_base=frozenset({'female', '10'}), items_add=frozenset({'b', 'member', 'food_and_beverages', 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OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '10', 'food_and_beverages', 'mangalore'}), confidence=0.03636363636363636, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'b', '10', 'member', 'mangalore'}), confidence=0.06666666666666667, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'member', 'food_and_beverages', '10'}), confidence=0.037037037037037035, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'female', 'member'}), items_add=frozenset({'b', '10', 'food_and_beverages', 'mangalore'}), confidence=0.022988505747126436, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', 'member', '10'}), confidence=0.12, lift=15.0), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'b', 'female', '10', 'mangalore'}), confidence=0.06382978723404255, lift=3.5460992907801416), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'food_and_beverages', '10'}), confidence=0.03636363636363636, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'b', 'female', '10'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.33333333333333337, lift=11.49425287356322), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.8571428571428571, lift=10.084033613445376), OrderedStatistic(items_base=frozenset({'b', 'mangalore', '10'}), items_add=frozenset({'female', 'food_and_beverages', 'member'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'member', '10'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.375, lift=12.93103448275862), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'mangalore', '10'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.33333333333333337, lift=11.49425287356322), OrderedStatistic(items_base=frozenset({'female', 'member', '10'}), items_add=frozenset({'b', 'food_and_beverages', 'mangalore'}), confidence=0.1764705882352941, lift=3.529411764705882), OrderedStatistic(items_base=frozenset({'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.8571428571428571, lift=10.084033613445376), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'mangalore', 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confidence=0.20689655172413793, lift=11.49425287356322), OrderedStatistic(items_base=frozenset({'b', 'member', 'mangalore'}), items_add=frozenset({'female', 'food_and_beverages', '10'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member', '10'}), confidence=0.20689655172413793, lift=12.931034482758621), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'member'}), items_add=frozenset({'b', '10', 'mangalore'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', '10'}), confidence=0.07058823529411765, lift=10.084033613445378), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', '10'}), confidence=0.20689655172413793, lift=11.49425287356322), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages', '10'}), items_add=frozenset({'member', 'mangalore'}), confidence=1.0, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'b', 'female', 'mangalore', '10'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.33333333333333337, lift=3.546099290780142), OrderedStatistic(items_base=frozenset({'b', 'female', 'member', '10'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.75, lift=15.0), OrderedStatistic(items_base=frozenset({'b', 'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'member'}), confidence=0.8571428571428571, lift=3.2840722495894905), OrderedStatistic(items_base=frozenset({'b', 'member', 'food_and_beverages', '10'}), items_add=frozenset({'female', 'mangalore'}), confidence=1.0, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'b', 'mangalore', 'member', '10'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.375, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'member'}), confidence=1.0, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'female', 'mangalore', 'member', '10'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.75, lift=15.0), OrderedStatistic(items_base=frozenset({'member', 'mangalore', 'food_and_beverages', '10'}), items_add=frozenset({'b', 'female'}), confidence=1.0, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'member', '10'}), confidence=0.20689655172413793, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'b', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'10', 'mangalore'}), confidence=0.33333333333333337, lift=9.259259259259261), OrderedStatistic(items_base=frozenset({'b', 'female', 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lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'male', 'c', '10', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', '10', 'mysore', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', '10', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'cash', 'male', 'mysore', 'normal'}), confidence=0.13333333333333333, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'cash', 'male', 'c', 'normal'}), confidence=0.13333333333333333, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'normal', '10'}), confidence=0.04838709677419355, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal', '10'}), confidence=0.04, lift=4.0), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'male', 'mysore', '10'}), confidence=0.03773584905660377, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', 'c', 'normal', '10'}), confidence=0.04838709677419355, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'normal', '10'}), confidence=0.04, lift=4.0), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'male', 'c', '10'}), confidence=0.03773584905660377, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'c', '10'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.3529411764705882, lift=4.583651642475171), OrderedStatistic(items_base=frozenset({'male', 'c', '10'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'c', 'normal', '10'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.2608695652173913, lift=4.497751124437781), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '10'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.3529411764705882, lift=4.583651642475171), OrderedStatistic(items_base=frozenset({'male', 'mysore', '10'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'mysore', 'normal', '10'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.2608695652173913, lift=4.497751124437781), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', 'normal', '10'}), confidence=0.10344827586206896, lift=4.497751124437781), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', '10'}), confidence=0.09230769230769231, lift=4.615384615384616), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '10'}), confidence=0.07792207792207792, lift=4.583651642475171), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c', 'normal', '10'}), confidence=0.10344827586206896, lift=4.497751124437781), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'male', 'c', '10'}), confidence=0.09230769230769231, lift=4.615384615384616), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'cash', 'c', '10'}), confidence=0.07792207792207792, lift=4.583651642475171), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', '10'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6666666666666667, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal', '10'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal', '10'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.46153846153846156, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', '10'}), items_add=frozenset({'c', 'normal'}), confidence=0.6666666666666667, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', '10'}), items_add=frozenset({'male', 'c'}), confidence=0.6, lift=4.0), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal', '10'}), items_add=frozenset({'cash', 'c'}), confidence=0.46153846153846156, lift=3.7220843672456576), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'normal'}), items_add=frozenset({'mysore', '10'}), confidence=0.2, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'normal'}), items_add=frozenset({'c', '10'}), confidence=0.2, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', '10', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', '10', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', 'c', '10', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'female', '10', 'member', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', '10', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', '10'}), items_add=frozenset({'mysore', 'credit_card', 'female', 'member'}), confidence=0.15555555555555556, lift=4.444444444444444), OrderedStatistic(items_base=frozenset({'mysore', '10'}), items_add=frozenset({'credit_card', 'female', 'c', 'member'}), confidence=0.15555555555555556, lift=4.444444444444444), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', 'member', '10'}), confidence=0.07142857142857142, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member', '10'}), confidence=0.03932584269662922, lift=3.932584269662922), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'credit_card', 'female', '10'}), confidence=0.04142011834319526, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'female', 'c', 'member', '10'}), confidence=0.07142857142857142, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'credit_card', 'c', 'member', '10'}), confidence=0.03932584269662922, lift=3.932584269662922), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', 'female', 'c', '10'}), confidence=0.04142011834319526, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'credit_card', 'c', '10'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.4375, lift=4.557291666666667), OrderedStatistic(items_base=frozenset({'female', 'c', '10'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.27999999999999997, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'c', 'member', '10'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.31818181818181823, lift=5.58213716108453), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '10'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.4375, lift=4.557291666666667), OrderedStatistic(items_base=frozenset({'mysore', 'female', '10'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.27999999999999997, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'mysore', 'member', '10'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.31818181818181823, lift=5.58213716108453), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', 'member', '10'}), confidence=0.12280701754385964, lift=5.582137161084529), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'female', '10'}), confidence=0.11666666666666667, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', '10'}), confidence=0.07291666666666667, lift=4.557291666666667), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'c', 'member', '10'}), confidence=0.12280701754385964, lift=5.582137161084529), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'female', 'c', '10'}), confidence=0.11666666666666667, lift=4.666666666666666), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'credit_card', 'c', '10'}), confidence=0.07291666666666667, lift=4.557291666666667), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', '10'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member', '10'}), items_add=frozenset({'mysore', 'female'}), confidence=0.7, lift=3.932584269662921), OrderedStatistic(items_base=frozenset({'female', 'c', 'member', '10'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.4666666666666667, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', '10'}), items_add=frozenset({'c', 'member'}), confidence=0.7, lift=4.1420118343195265), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member', '10'}), items_add=frozenset({'female', 'c'}), confidence=0.7, lift=3.932584269662921), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member', '10'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.4666666666666667, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', 'member'}), items_add=frozenset({'mysore', '10'}), confidence=0.19999999999999998, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', 'member'}), items_add=frozenset({'c', '10'}), confidence=0.19999999999999998, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', '10', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '10', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'mangalore', 'female', '2', 'b', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'female', '2', 'debit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'female', '2', 'b', 'debit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'female', 'debit_card', 'normal', 'mangalore'}), confidence=0.15151515151515152, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'normal'}), confidence=0.15151515151515152, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '2', 'normal', 'mangalore'}), confidence=0.04424778761061947, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'female', '2', 'mangalore'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal', '2'}), confidence=0.04424778761061947, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', '2'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.3125, lift=4.058441558441558), OrderedStatistic(items_base=frozenset({'b', 'female', '2'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.33333333333333337, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'b', '2', 'normal'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.2272727272727273, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.3125, lift=4.058441558441558), OrderedStatistic(items_base=frozenset({'female', '2', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.33333333333333337, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.2272727272727273, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'2', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'female', '2', 'mangalore'}), confidence=0.078125, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'2', 'debit_card', 'mangalore'}), confidence=0.06493506493506494, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '2', 'normal'}), confidence=0.09999999999999999, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female', '2'}), confidence=0.078125, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '2', 'debit_card'}), confidence=0.06493506493506494, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'b', 'female', '2', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'b', 'female', '2', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'female', '2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'female', '2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5, lift=4.424778761061947), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.19999999999999998, lift=6.06060606060606), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.19999999999999998, lift=6.06060606060606), OrderedStatistic(items_base=frozenset({'female', '2', 'b', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'female', '2', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', '2', 'b', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'male', '2', 'debit_card', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', '2', 'b', 'debit_card', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '2'}), items_add=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), confidence=0.21212121212121213, lift=5.439005439005439), OrderedStatistic(items_base=frozenset({'2', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'normal'}), confidence=0.21212121212121213, lift=5.439005439005439), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '2', 'normal', 'mangalore'}), confidence=0.061946902654867256, lift=5.162241887905605), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'2', 'debit_card', 'normal', 'mangalore'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '2', 'debit_card', 'mangalore'}), confidence=0.041916167664670656, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '2', 'normal'}), confidence=0.061946902654867256, lift=5.162241887905605), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', '2', 'debit_card', 'normal'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '2', 'debit_card'}), confidence=0.041916167664670656, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.4375, lift=4.861111111111112), OrderedStatistic(items_base=frozenset({'b', 'male', '2'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.38888888888888895, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'b', '2', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.31818181818181823, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.4375, lift=4.861111111111112), OrderedStatistic(items_base=frozenset({'male', '2', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.38888888888888895, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.31818181818181823, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'2', 'normal', 'mangalore'}), confidence=0.11111111111111112, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'male', '2', 'mangalore'}), confidence=0.109375, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'2', 'debit_card', 'mangalore'}), confidence=0.07777777777777778, lift=4.861111111111111), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '2', 'normal'}), confidence=0.11111111111111112, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '2'}), confidence=0.109375, lift=6.076388888888889), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '2', 'debit_card'}), confidence=0.07777777777777778, lift=4.861111111111111), OrderedStatistic(items_base=frozenset({'b', 'male', '2', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.7, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'b', '2', 'debit_card', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'male', '2', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5833333333333334, lift=5.162241887905605), OrderedStatistic(items_base=frozenset({'male', '2', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.7, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'2', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'male', '2', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5833333333333334, lift=5.162241887905605), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'normal'}), items_add=frozenset({'2', 'mangalore'}), confidence=0.1794871794871795, lift=5.439005439005439), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '2'}), confidence=0.1794871794871795, lift=5.439005439005439), OrderedStatistic(items_base=frozenset({'male', '2', 'b', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', '2', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'male', '2', 'c', 'member', 'mysore'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', '2', 'member', 'mysore'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', '2', 'c', 'member'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'member'}), confidence=0.2, lift=7.142857142857143), OrderedStatistic(items_base=frozenset({'cash', '2'}), items_add=frozenset({'male', 'mysore', 'c', 'member'}), confidence=0.22222222222222224, lift=3.0441400304414006), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'cash', 'male', 'c', 'member'}), confidence=0.2, lift=7.142857142857143), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'male', '2', 'member'}), confidence=0.04838709677419355, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', '2', 'mysore', 'member'}), confidence=0.04, lift=5.0), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'male', '2', 'mysore'}), confidence=0.03550295857988166, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', '2', 'c', 'member'}), confidence=0.04838709677419355, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', '2', 'c', 'member'}), confidence=0.04, lift=5.0), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'male', '2', 'c'}), confidence=0.03550295857988166, lift=4.437869822485207), OrderedStatistic(items_base=frozenset({'cash', '2', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.46153846153846156, lift=6.322444678609063), OrderedStatistic(items_base=frozenset({'male', '2', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.375, lift=6.3559322033898304), OrderedStatistic(items_base=frozenset({'2', 'c', 'member'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.3529411764705882, lift=6.085192697768762), OrderedStatistic(items_base=frozenset({'cash', '2', 'mysore'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.46153846153846156, lift=6.322444678609063), OrderedStatistic(items_base=frozenset({'mysore', 'male', '2'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.375, lift=6.3559322033898304), OrderedStatistic(items_base=frozenset({'mysore', '2', 'member'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.3529411764705882, lift=6.085192697768762), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '2', 'member'}), confidence=0.10344827586206896, lift=6.085192697768762), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', 'male', '2'}), confidence=0.1016949152542373, lift=6.3559322033898304), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'cash', '2', 'mysore'}), confidence=0.08219178082191782, lift=6.322444678609063), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'2', 'c', 'member'}), confidence=0.10344827586206896, lift=6.085192697768762), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'male', '2', 'c'}), confidence=0.1016949152542373, lift=6.3559322033898304), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'cash', '2', 'c'}), confidence=0.08219178082191782, lift=6.322444678609063), OrderedStatistic(items_base=frozenset({'cash', 'male', '2', 'c'}), items_add=frozenset({'mysore', 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OrderedStatistic(items_base=frozenset({'male', 'mysore', 'c', 'member'}), items_add=frozenset({'cash', '2'}), confidence=0.08219178082191782, lift=3.0441400304414006), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'member'}), items_add=frozenset({'2', 'c'}), confidence=0.21428571428571427, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'cash', 'male', '2', 'c', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', '2', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', '2', 'c', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'female', '2', 'member', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', '2', 'c', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'2', 'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', 'member'}), confidence=0.16666666666666669, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'mysore', '2'}), items_add=frozenset({'credit_card', 'female', 'c', 'member'}), confidence=0.16666666666666669, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', 'member', '2'}), confidence=0.05102040816326531, 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RelationRecord(items=frozenset({'bangalore', 'credit_card', 'male', 'a', '3', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'credit_card', 'male', 'normal'}), confidence=0.14705882352941177, lift=5.2521008403361344), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'credit_card', 'male', 'normal'}), confidence=0.14705882352941177, lift=5.2521008403361344), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '3', 'normal'}), confidence=0.04807692307692308, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '3', 'normal'}), confidence=0.02793296089385475, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', 'male', '3'}), confidence=0.028901734104046246, 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items_add=frozenset({'bangalore', 'credit_card', '3'}), confidence=0.05434782608695653, lift=4.940711462450594), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male'}), items_add=frozenset({'a', '3', 'normal'}), confidence=0.08771929824561403, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', 'male', '3'}), confidence=0.09090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', 'credit_card', '3'}), confidence=0.05434782608695653, lift=4.940711462450594), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '3', 'male'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '3', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7142857142857143, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'a', 'male', '3', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.35714285714285715, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '3', 'male'}), items_add=frozenset({'a', 'normal'}), confidence=0.5555555555555556, lift=3.211303789338472), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '3', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.7142857142857143, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '3', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.35714285714285715, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male', 'normal'}), items_add=frozenset({'bangalore', '3'}), confidence=0.17857142857142858, lift=5.2521008403361344), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male', 'normal'}), items_add=frozenset({'a', '3'}), confidence=0.17857142857142858, lift=5.2521008403361344)])
RelationRecord(items=frozenset({'bangalore', 'male', 'a', '3', 'normal', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '3'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), confidence=0.1764705882352941, lift=5.042016806722688), OrderedStatistic(items_base=frozenset({'bangalore', '3'}), items_add=frozenset({'a', 'male', 'debit_card', 'normal'}), confidence=0.1764705882352941, lift=5.042016806722688), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '3', 'normal'}), confidence=0.047619047619047616, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '3', 'normal', 'debit_card'}), confidence=0.0335195530726257, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', '3', 'debit_card'}), confidence=0.034682080924855495, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '3', 'normal'}), confidence=0.047619047619047616, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', '3', 'normal', 'debit_card'}), confidence=0.0335195530726257, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '3', 'debit_card'}), confidence=0.034682080924855495, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'a', '3', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.5, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'male', '3'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.3, lift=4.6875), OrderedStatistic(items_base=frozenset({'a', '3', 'normal'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.3, lift=4.225352112676057), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'debit_card'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.5, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '3'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.3, lift=4.6875), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'normal'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.3, lift=4.225352112676057), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '3', 'normal'}), confidence=0.08450704225352114, lift=4.225352112676057), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'male', '3'}), confidence=0.09375, lift=4.6875), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', '3', 'debit_card'}), confidence=0.06521739130434782, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '3', 'normal'}), confidence=0.08450704225352114, lift=4.225352112676057), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'male', '3'}), confidence=0.09375, lift=4.6875), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '3', 'debit_card'}), confidence=0.06521739130434782, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'male', '3', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.75, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'a', '3', 'normal', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'a', 'male', '3', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.42857142857142855, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '3', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.75, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'bangalore', '3', 'normal', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=1.0, lift=5.58659217877095), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '3', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.42857142857142855, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '3'}), confidence=0.1714285714285714, lift=5.042016806722688), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), items_add=frozenset({'a', '3'}), confidence=0.1714285714285714, lift=5.042016806722688)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', '3', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'credit_card', 'male', '3', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'credit_card', 'male', 'b', '3', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'credit_card', 'male', 'normal', 'mangalore'}), confidence=0.1388888888888889, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'3', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'normal'}), confidence=0.1388888888888889, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', '3', 'normal', 'mangalore'}), confidence=0.045871559633027525, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'credit_card', '3', 'normal', 'mangalore'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'3', 'credit_card', 'male', 'mangalore'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '3', 'normal'}), confidence=0.045871559633027525, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '3', 'normal'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', '3'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '3'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.35714285714285715, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'b', 'male', '3'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.2631578947368421, lift=5.720823798627002), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.2631578947368421, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'credit_card', '3', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.35714285714285715, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.2631578947368421, lift=5.720823798627002), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.2631578947368421, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.09999999999999999, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'male', '3', 'mangalore'}), confidence=0.10869565217391305, lift=5.720823798627003), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'credit_card', '3', 'mangalore'}), confidence=0.05555555555555556, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.09999999999999999, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '3'}), confidence=0.10869565217391305, lift=5.720823798627003), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 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items_add=frozenset({'b', 'credit_card'}), confidence=0.4166666666666667, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.2272727272727273, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.2272727272727273, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'b', '3', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'male', '3', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.4117647058823529, lift=4.57516339869281), OrderedStatistic(items_base=frozenset({'b', 'male', '3'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.368421052631579, lift=5.756578947368421), OrderedStatistic(items_base=frozenset({'b', '3', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.368421052631579, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'3', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.4117647058823529, lift=4.57516339869281), OrderedStatistic(items_base=frozenset({'male', '3', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.368421052631579, lift=5.756578947368421), OrderedStatistic(items_base=frozenset({'3', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.368421052631579, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'3', 'normal', 'mangalore'}), confidence=0.11111111111111112, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'male', '3', 'mangalore'}), confidence=0.109375, lift=5.756578947368421), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'debit_card', '3', 'mangalore'}), confidence=0.07777777777777778, lift=4.57516339869281), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '3', 'normal'}), confidence=0.11111111111111112, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '3'}), confidence=0.109375, lift=5.756578947368421), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '3', 'debit_card'}), 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confidence=0.5833333333333334, lift=5.162241887905605), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'normal'}), items_add=frozenset({'3', 'mangalore'}), confidence=0.1794871794871795, lift=4.985754985754986), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', '3'}), confidence=0.1794871794871795, lift=4.985754985754986), OrderedStatistic(items_base=frozenset({'male', 'b', '3', 'normal', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', '3', 'normal', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', 'member', '3'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'3'}), items_add=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', 'member'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'female', 'food_and_beverages', 'member', '3'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'female', 'b', 'food_and_beverages', 'member', '3'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '3'}), items_add=frozenset({'female', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.1388888888888889, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'female', '3'}), items_add=frozenset({'b', 'member', 'food_and_beverages', 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lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'b', '3', 'member', 'mangalore'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages', 'member'}), confidence=0.030864197530864196, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', '3', 'member'}), confidence=0.09999999999999999, lift=9.999999999999998), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'b', 'female', '3', 'mangalore'}), confidence=0.05319148936170213, lift=3.1289111389236544), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '3', 'food_and_beverages'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'female', '3'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.29411764705882354, lift=10.141987829614605), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.4545454545454546, lift=5.347593582887701), OrderedStatistic(items_base=frozenset({'b', '3', 'member'}), items_add=frozenset({'female', 'food_and_beverages', 'mangalore'}), confidence=0.29411764705882354, lift=10.141987829614605), OrderedStatistic(items_base=frozenset({'female', '3', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.29411764705882354, lift=10.141987829614605), OrderedStatistic(items_base=frozenset({'female', '3', 'member'}), items_add=frozenset({'b', 'food_and_beverages', 'mangalore'}), confidence=0.20833333333333334, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'3', 'food_and_beverages', 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confidence=0.17241379310344826, lift=10.141987829614603), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', '3', 'member'}), confidence=0.17241379310344826, lift=10.141987829614603), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', '3', 'food_and_beverages'}), confidence=0.058823529411764705, lift=5.347593582887701), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female', '3'}), confidence=0.17241379310344826, lift=10.141987829614603), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'mangalore'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.29411764705882354, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'b', 'female', '3', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.5, lift=10.0), OrderedStatistic(items_base=frozenset({'b', '3', 'food_and_beverages', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.625, lift=3.8580246913580245), OrderedStatistic(items_base=frozenset({'b', '3', 'member', 'mangalore'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', '3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'female', '3', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.5, lift=10.0), OrderedStatistic(items_base=frozenset({'member', '3', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'female'}), 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OrderedStatistic(items_base=frozenset({'mangalore', 'female', 'food_and_beverages', 'member', '3'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'female', 'b', 'food_and_beverages', 'member'}), items_add=frozenset({'3'}), confidence=0.2777777777777778, lift=3.08641975308642)])
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RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'female', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'female', 'normal'}), confidence=0.13513513513513514, lift=5.405405405405405), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'a', 'female', 'normal'}), confidence=0.13513513513513514, lift=5.405405405405405), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', '4', 'normal'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', '4', 'normal'}), confidence=0.031055900621118012, lift=4.436557231588288), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', '4', 'normal'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', '4', 'normal'}), confidence=0.031055900621118012, lift=4.436557231588288), OrderedStatistic(items_base=frozenset({'a', 'cash', '4'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.29411764705882354, lift=3.6310820624546114), OrderedStatistic(items_base=frozenset({'a', 'female', '4'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.2631578947368421, lift=4.8732943469785575), OrderedStatistic(items_base=frozenset({'a', '4', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.29411764705882354, lift=4.985044865403789), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '4'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.29411764705882354, lift=3.6310820624546114), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '4'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.2631578947368421, lift=4.8732943469785575), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'normal'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.29411764705882354, lift=4.985044865403789), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', '4', 'normal'}), confidence=0.08474576271186442, lift=4.985044865403789), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'female', '4'}), confidence=0.0925925925925926, lift=4.873294346978558), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'cash', 'bangalore', '4'}), confidence=0.06172839506172839, lift=3.631082062454611), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', '4', 'normal'}), confidence=0.08474576271186442, lift=4.985044865403789), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '4'}), confidence=0.0925925925925926, lift=4.873294346978558), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'cash', 'a', '4'}), confidence=0.06172839506172839, lift=3.631082062454611), OrderedStatistic(items_base=frozenset({'a', 'cash', '4', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.7142857142857143, lift=4.436557231588288), OrderedStatistic(items_base=frozenset({'a', 'female', '4', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '4', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.7142857142857143, lift=4.436557231588288), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '4', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'normal'}), items_add=frozenset({'bangalore', '4'}), confidence=0.19999999999999998, lift=5.405405405405405), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'normal'}), items_add=frozenset({'a', '4'}), confidence=0.19999999999999998, lift=5.405405405405405)])
RelationRecord(items=frozenset({'bangalore', '4', 'cash', 'male', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'cash', 'bangalore', 'male', 'member'}), confidence=0.13513513513513514, lift=6.142506142506143), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'cash', 'male', 'a', 'member'}), confidence=0.13513513513513514, lift=6.142506142506143), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', '4', 'member'}), confidence=0.045454545454545456, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'male', '4'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', '4', 'member'}), confidence=0.045454545454545456, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'male', 'a', '4'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'a', 'cash', '4'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.29411764705882354, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.2777777777777778, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.25, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '4'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.29411764705882354, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.2777777777777778, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.25, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.09803921568627452, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.08928571428571429, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'cash', 'bangalore', '4'}), confidence=0.0574712643678161, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.09803921568627452, lift=4.901960784313726), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.08928571428571429, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'cash', 'a', '4'}), confidence=0.0574712643678161, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'a', 'male', '4', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4166666666666667, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', '4'}), items_add=frozenset({'a', 'member'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.4166666666666667, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.2272727272727273, lift=6.142506142506144), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.2272727272727273, lift=6.142506142506144)])
RelationRecord(items=frozenset({'bangalore', '4', 'credit_card', 'male', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'credit_card', 'male', 'member'}), confidence=0.16216216216216217, lift=5.591798695246971), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'credit_card', 'male', 'member'}), confidence=0.16216216216216217, lift=5.591798695246971), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', '4', 'member'}), confidence=0.057692307692307696, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', '4', 'member'}), confidence=0.0335195530726257, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'credit_card', '4', 'male'}), confidence=0.03592814371257485, lift=5.132591958939264), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'male', '4', 'member'}), confidence=0.057692307692307696, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'credit_card', '4', 'member'}), confidence=0.0335195530726257, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'credit_card', '4', 'male'}), confidence=0.03592814371257485, lift=5.132591958939264), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '4'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.5454545454545455, lift=6.26959247648903), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'bangalore', 'credit_card', 'member'}), confidence=0.33333333333333337, lift=6.802721088435375), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'bangalore', 'credit_card', 'male'}), confidence=0.3, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '4'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.5454545454545455, lift=6.26959247648903), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'a', 'credit_card', 'member'}), confidence=0.33333333333333337, lift=6.802721088435375), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'a', 'credit_card', 'male'}), confidence=0.3, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.10526315789473684, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'member'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.12244897959183673, lift=6.802721088435375), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'credit_card', '4'}), confidence=0.06896551724137932, lift=6.26959247648903), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.10526315789473684, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'member'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.12244897959183673, lift=6.802721088435375), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'credit_card', '4'}), confidence=0.06896551724137932, lift=6.26959247648903), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '4', 'male'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.8571428571428571, lift=5.132591958939264), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '4', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.75, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'a', 'male', '4', 'member'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.5, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '4', 'male'}), items_add=frozenset({'a', 'member'}), confidence=0.8571428571428571, lift=5.132591958939264), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '4', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.75, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.5, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'male', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.20689655172413793, lift=5.591798695246971), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'male', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.20689655172413793, lift=5.591798695246971)])
RelationRecord(items=frozenset({'bangalore', '4', 'male', 'home_and_lifestyle', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '4'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member'}), confidence=0.13513513513513514, lift=7.507507507507508), OrderedStatistic(items_base=frozenset({'bangalore', '4'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle', 'member'}), confidence=0.13513513513513514, lift=7.507507507507508), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male', '4', 'member'}), confidence=0.07692307692307693, lift=6.410256410256411), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '4', 'member', 'home_and_lifestyle'}), confidence=0.02793296089385475, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', '4', 'home_and_lifestyle'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', '4', 'member'}), confidence=0.07692307692307693, lift=6.410256410256411), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'home_and_lifestyle', '4', 'member'}), confidence=0.02793296089385475, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle', 'male', '4'}), confidence=0.029940119760479042, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle'}), items_add=frozenset({'a', 'bangalore', '4', 'member'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'bangalore', 'male', '4'}), confidence=0.060240963855421686, lift=3.346720214190094), OrderedStatistic(items_base=frozenset({'a', 'bangalore', '4'}), items_add=frozenset({'male', 'home_and_lifestyle', 'member'}), confidence=0.13513513513513514, lift=3.753753753753754), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '4'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.5555555555555556, lift=6.3856960408684555), OrderedStatistic(items_base=frozenset({'a', 'male', '4'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.2777777777777778, lift=8.169934640522875), OrderedStatistic(items_base=frozenset({'a', '4', 'member'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.25, lift=7.575757575757575), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.5555555555555556, lift=6.3856960408684555), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.2777777777777778, lift=8.169934640522875), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.25, lift=7.575757575757575), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', '4', 'member'}), confidence=0.15151515151515152, lift=7.575757575757576), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', 'male', '4'}), confidence=0.14705882352941177, lift=8.169934640522877), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '4', 'home_and_lifestyle'}), confidence=0.0574712643678161, lift=6.3856960408684555), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', '4', 'member'}), confidence=0.15151515151515152, lift=7.575757575757576), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'male', '4'}), confidence=0.14705882352941177, lift=8.169934640522877), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle', '4'}), confidence=0.0574712643678161, lift=6.3856960408684555), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'bangalore', '4'}), confidence=0.1388888888888889, lift=3.753753753753754), OrderedStatistic(items_base=frozenset({'a', 'bangalore', 'male', '4'}), items_add=frozenset({'home_and_lifestyle', 'member'}), confidence=0.2777777777777778, lift=3.3467202141900936), OrderedStatistic(items_base=frozenset({'a', 'bangalore', '4', 'member'}), items_add=frozenset({'male', 'home_and_lifestyle'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'male', '4'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', '4', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.8333333333333334, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'a', 'male', '4', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.4166666666666667, lift=6.410256410256411), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.8333333333333334, lift=4.99001996007984), OrderedStatistic(items_base=frozenset({'bangalore', '4', 'member', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male'}), confidence=0.8333333333333334, lift=4.655493482309125), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '4', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.4166666666666667, lift=6.410256410256411), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', '4'}), confidence=0.2777777777777778, lift=7.507507507507508), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', '4'}), confidence=0.2777777777777778, lift=7.507507507507508)])
RelationRecord(items=frozenset({'4', 'mangalore', 'cash', 'male', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'mangalore', 'cash', 'male', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'4', 'cash', 'male', 'b', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.12820512820512822, lift=4.578754578754579), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.12820512820512822, lift=4.578754578754579), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '4', 'member', 'mangalore'}), confidence=0.045454545454545456, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '4', 'member', 'mangalore'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'male', '4', 'mangalore'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '4', 'member'}), confidence=0.045454545454545456, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '4', 'b', 'member'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'male', '4', 'b'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'b', 'cash', '4'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.35714285714285715, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.2631578947368421, lift=4.965243296921549), OrderedStatistic(items_base=frozenset({'b', '4', 'member'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.20833333333333334, lift=3.654970760233918), OrderedStatistic(items_base=frozenset({'cash', '4', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.35714285714285715, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.2631578947368421, lift=4.965243296921549), OrderedStatistic(items_base=frozenset({'4', 'member', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.20833333333333334, lift=3.654970760233918), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'4', 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items_add=frozenset({'member', 'mangalore'}), confidence=0.625, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'b', 'cash', '4', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'male', '4', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'male', '4', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.625, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', '4', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'male', '4', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.17857142857142858, lift=4.5787545787545785), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.17857142857142858, lift=4.5787545787545785), OrderedStatistic(items_base=frozenset({'4', 'cash', 'male', 'b', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'cash', 'male', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'female', 'b', 'member', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'mangalore', 'female', 'member', 'debit_card'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'4', 'female', 'b', 'member', 'debit_card'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'female', 'debit_card', 'member', 'mangalore'}), confidence=0.15384615384615385, lift=6.153846153846154), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'member'}), confidence=0.15384615384615385, lift=6.153846153846154), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '4', 'member', 'mangalore'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'debit_card', '4', 'member', 'mangalore'}), confidence=0.037037037037037035, lift=4.629629629629629), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'debit_card', 'female', '4', 'mangalore'}), confidence=0.03636363636363636, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '4', 'member'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'debit_card', '4', 'member'}), confidence=0.037037037037037035, lift=4.629629629629629), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '4', 'debit_card'}), confidence=0.03636363636363636, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'b', '4', 'debit_card'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.375, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'female', '4'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.3, lift=6.122448979591836), OrderedStatistic(items_base=frozenset({'b', '4', 'member'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.25, lift=5.0), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.375, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.3, lift=6.122448979591836), OrderedStatistic(items_base=frozenset({'4', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.25, lift=5.0), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'4', 'member', 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items_add=frozenset({'member', 'mangalore'}), confidence=0.6666666666666667, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'b', '4', 'member', 'debit_card'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.75, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'b', 'female', '4', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.42857142857142855, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'female', '4', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'member'}), confidence=0.6666666666666667, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'member', 'debit_card'}), items_add=frozenset({'b', 'female'}), confidence=0.75, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'female', '4', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.42857142857142855, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'member'}), items_add=frozenset({'4', 'mangalore'}), confidence=0.24, lift=6.153846153846153), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.24, lift=6.153846153846153), OrderedStatistic(items_base=frozenset({'4', 'female', 'b', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'female', 'member', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'4', 'mangalore', 'male', 'b', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'4', 'mangalore', 'male', 'debit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'4', 'male', 'b', 'debit_card', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '4'}), items_add=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), confidence=0.12820512820512822, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'4', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'normal'}), confidence=0.12820512820512822, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', '4', 'normal', 'mangalore'}), confidence=0.04424778761061947, 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items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.3125, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'male', '4'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.2631578947368421, lift=4.1118421052631575), OrderedStatistic(items_base=frozenset({'b', '4', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.33333333333333337, lift=5.291005291005291), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'debit_card'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.3125, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'male', '4', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.2631578947368421, lift=4.1118421052631575), OrderedStatistic(items_base=frozenset({'4', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.33333333333333337, lift=5.291005291005291), 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OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '4', 'fashion_accessories'}), confidence=0.04242424242424242, lift=6.06060606060606), OrderedStatistic(items_base=frozenset({'b', '4', 'fashion_accessories'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.6363636363636365, lift=7.486631016042781), OrderedStatistic(items_base=frozenset({'b', 'female', '4'}), items_add=frozenset({'fashion_accessories', 'member', 'mangalore'}), confidence=0.35, lift=10.937499999999998), OrderedStatistic(items_base=frozenset({'b', '4', 'mangalore'}), items_add=frozenset({'fashion_accessories', 'female', 'member'}), confidence=0.1794871794871795, lift=3.8188761593016913), OrderedStatistic(items_base=frozenset({'b', '4', 'member'}), items_add=frozenset({'fashion_accessories', 'female', 'mangalore'}), confidence=0.2916666666666667, lift=8.83838383838384), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', '4'}), 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OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'member', 'mangalore'}), items_add=frozenset({'b', '4'}), confidence=0.4375, lift=11.217948717948717), OrderedStatistic(items_base=frozenset({'4', 'female', 'b', 'member', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'4', 'mangalore', 'female', 'member', 'fashion_accessories'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'female', 'b', 'member', 'fashion_accessories'}), items_add=frozenset({'4'}), confidence=0.4375, lift=4.013761467889908)])
RelationRecord(items=frozenset({'4', 'male', 'c', 'member', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'4', 'male', 'member', 'mysore', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'male', 'c', 'member', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'member'}), confidence=0.15151515151515152, lift=7.575757575757576), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'male', 'debit_card', 'c', 'member'}), confidence=0.15151515151515152, lift=7.575757575757576), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', '4', 'member'}), confidence=0.04716981132075472, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'debit_card', 'mysore', '4', 'member'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'male', 'mysore', '4', 'debit_card'}), confidence=0.029585798816568046, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '4', 'c', 'member'}), confidence=0.04716981132075472, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'debit_card', '4', 'c', 'member'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'male', '4', 'c', 'debit_card'}), confidence=0.029585798816568046, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'4', 'c', 'debit_card'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.35714285714285715, lift=4.892367906066537), OrderedStatistic(items_base=frozenset({'male', '4', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.29411764705882354, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.29411764705882354, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'mysore', '4', 'debit_card'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.35714285714285715, lift=4.892367906066537), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.29411764705882354, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.29411764705882354, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '4', 'member'}), confidence=0.09803921568627452, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'male', 'mysore', '4'}), confidence=0.09999999999999999, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'mysore', '4', 'debit_card'}), confidence=0.06849315068493152, lift=4.892367906066537), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.09803921568627452, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'male', '4', 'c'}), confidence=0.09999999999999999, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'4', 'c', 'debit_card'}), confidence=0.06849315068493152, lift=4.892367906066537), OrderedStatistic(items_base=frozenset({'male', '4', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'member'}), confidence=0.625, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'4', 'c', 'member', 'debit_card'}), items_add=frozenset({'male', 'mysore'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'male', '4', 'c', 'member'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5555555555555556, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.625, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'mysore', '4', 'member', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'male', 'mysore', '4', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5555555555555556, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '4'}), confidence=0.25, lift=7.575757575757575), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'member'}), items_add=frozenset({'4', 'c'}), confidence=0.25, lift=7.575757575757575), OrderedStatistic(items_base=frozenset({'4', 'male', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'male', 'member', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'4', 'female', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'4', 'female', 'food_and_beverages', 'member', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'4', 'female', 'c', 'member', 'mysore'}), confidence=0.02873563218390805, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'4', 'female', 'c', 'food_and_beverages', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'c'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages', 'member'}), confidence=0.15151515151515152, lift=6.587615283267457), OrderedStatistic(items_base=frozenset({'mysore', '4'}), items_add=frozenset({'female', 'c', 'food_and_beverages', 'member'}), 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OrderedStatistic(items_base=frozenset({'food_and_beverages', 'member'}), items_add=frozenset({'mysore', 'female', '4', 'c'}), confidence=0.05319148936170213, lift=3.324468085106383), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '4', 'c', 'member'}), confidence=0.07575757575757576, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', '4', 'c', 'food_and_beverages'}), confidence=0.029585798816568046, lift=4.930966469428007), OrderedStatistic(items_base=frozenset({'female', '4', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages', 'member'}), confidence=0.3125, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'4', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.5, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'4', 'c', 'member'}), items_add=frozenset({'mysore', 'female', 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OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore', 'female', '4'}), confidence=0.1388888888888889, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'4', 'c', 'member'}), confidence=0.13157894736842105, lift=7.739938080495355), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'4', 'c', 'food_and_beverages'}), confidence=0.052083333333333336, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'female', '4', 'c'}), confidence=0.1388888888888889, lift=8.680555555555555), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.8333333333333334, lift=4.930966469428008), OrderedStatistic(items_base=frozenset({'female', '4', 'c', 'member'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.625, lift=9.469696969696969), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'c'}), items_add=frozenset({'food_and_beverages', 'member'}), confidence=0.3125, lift=3.324468085106383), OrderedStatistic(items_base=frozenset({'4', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.625, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'mysore', '4', 'c', 'member'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.8333333333333334, lift=4.930966469428008), OrderedStatistic(items_base=frozenset({'mysore', 'female', '4', 'member'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.625, lift=9.469696969696969), OrderedStatistic(items_base=frozenset({'mysore', '4', 'food_and_beverages', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.625, lift=3.51123595505618), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore', '4'}), confidence=0.2173913043478261, lift=6.587615283267458), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'4', 'c'}), confidence=0.2173913043478261, lift=6.587615283267458), OrderedStatistic(items_base=frozenset({'4', 'female', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'4', 'female', 'c', 'member', 'mysore'}), items_add=frozenset({'food_and_beverages'}), confidence=0.625, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'4', 'female', 'food_and_beverages', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', '5', 'credit_card', 'female', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'credit_card', 'female', 'normal'}), confidence=0.13636363636363638, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'credit_card', 'female', 'normal'}), confidence=0.13636363636363638, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', 'normal', '5'}), confidence=0.057692307692307696, lift=3.3936651583710407), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', 'normal', '5'}), confidence=0.037267080745341616, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', 'female', '5'}), confidence=0.034682080924855495, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card'}), items_add=frozenset({'a', 'female', 'normal', '5'}), confidence=0.057692307692307696, lift=3.3936651583710407), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'credit_card', 'normal', '5'}), confidence=0.037267080745341616, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'credit_card', 'female', '5'}), confidence=0.034682080924855495, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'credit_card', '5'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.4, lift=4.938271604938271), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'credit_card', 'normal'}), confidence=0.21428571428571427, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'credit_card', 'female'}), confidence=0.23076923076923078, lift=4.909983633387889), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', '5'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.4, lift=4.938271604938271), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.21428571428571427, lift=3.896103896103896), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.23076923076923078, lift=4.909983633387889), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.1276595744680851, lift=4.909983633387888), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.1090909090909091, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', '5'}), confidence=0.07407407407407407, lift=4.938271604938271), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.1276595744680851, lift=4.909983633387888), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.1090909090909091, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'credit_card', '5'}), confidence=0.07407407407407407, lift=4.938271604938271), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'normal', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal', '5'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.3529411764705882, lift=3.3936651583710407), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.6666666666666667, lift=3.8535645472061666), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.6, lift=3.7267080745341614), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal', '5'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3529411764705882, lift=3.3936651583710407), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.22222222222222224, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.22222222222222224, lift=5.050505050505051)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'a', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), confidence=0.18181818181818182, lift=6.269592476489028), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'debit_card', 'normal'}), confidence=0.18181818181818182, lift=6.269592476489028), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'normal', '5'}), confidence=0.06349206349206349, lift=3.7348272642390286), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'debit_card', 'normal', '5'}), confidence=0.049689440993788817, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', 'debit_card', '5'}), confidence=0.04624277456647399, lift=3.853564547206166), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', 'normal', '5'}), confidence=0.06349206349206349, lift=3.7348272642390286), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'debit_card', 'normal', '5'}), confidence=0.049689440993788817, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'debit_card', '5'}), confidence=0.04624277456647399, lift=3.853564547206166), OrderedStatistic(items_base=frozenset({'a', 'debit_card', '5'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.4444444444444445, lift=5.486968449931413), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.2857142857142857, lift=4.4642857142857135), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.3076923076923077, lift=5.594405594405595), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', '5'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.4444444444444445, lift=5.486968449931413), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.2857142857142857, lift=4.4642857142857135), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', '5'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.3076923076923077, lift=5.594405594405595), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'normal', '5'}), confidence=0.14545454545454545, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'female', '5'}), confidence=0.125, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'debit_card', '5'}), confidence=0.09876543209876543, lift=5.486968449931413), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', 'normal', '5'}), confidence=0.14545454545454545, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'female', '5'}), confidence=0.125, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'debit_card', '5'}), confidence=0.09876543209876543, lift=5.486968449931413), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', '5'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6666666666666666, lift=3.8535645472061657), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal', '5'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.7272727272727273, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal', '5'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.47058823529411764, lift=3.734827264239029), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', '5'}), items_add=frozenset({'a', 'normal'}), confidence=0.6666666666666666, lift=3.8535645472061657), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal', '5'}), items_add=frozenset({'a', 'female'}), confidence=0.7272727272727273, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal', '5'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.47058823529411764, lift=3.734827264239029), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '5'}), confidence=0.27586206896551724, lift=6.269592476489028), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), items_add=frozenset({'a', '5'}), confidence=0.27586206896551724, lift=6.269592476489028)])
RelationRecord(items=frozenset({'bangalore', '5', 'female', 'food_and_beverages', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'5'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages', 'a', 'normal'}), confidence=0.04901960784313726, lift=3.7707390648567127), OrderedStatistic(items_base=frozenset({'a', '5'}), items_add=frozenset({'bangalore', 'female', 'normal', 'food_and_beverages'}), confidence=0.11363636363636365, lift=8.741258741258742), OrderedStatistic(items_base=frozenset({'bangalore', '5'}), items_add=frozenset({'a', 'female', 'normal', 'food_and_beverages'}), confidence=0.11363636363636365, lift=8.741258741258742), OrderedStatistic(items_base=frozenset({'female', '5'}), items_add=frozenset({'a', 'bangalore', 'normal', 'food_and_beverages'}), confidence=0.08928571428571429, lift=3.0788177339901477), OrderedStatistic(items_base=frozenset({'normal', '5'}), items_add=frozenset({'a', 'bangalore', 'female', 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lift=5.0709939148073016), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'food_and_beverages', '5'}), confidence=0.028901734104046246, lift=4.128819157720892), OrderedStatistic(items_base=frozenset({'a', 'female', '5'}), items_add=frozenset({'bangalore', 'normal', 'food_and_beverages'}), confidence=0.17857142857142858, lift=6.157635467980295), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', '5'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.4545454545454546, lift=5.611672278338945), OrderedStatistic(items_base=frozenset({'a', 'normal', '5'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.19230769230769232, lift=8.361204013377927), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '5'}), items_add=frozenset({'a', 'normal', 'food_and_beverages'}), confidence=0.17857142857142858, lift=6.157635467980295), 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OrderedStatistic(items_base=frozenset({'male', 'c', '5'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.375, lift=7.5), OrderedStatistic(items_base=frozenset({'c', 'member', '5'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.31578947368421056, lift=6.191950464396286), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', '5'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.6666666666666667, lift=9.132420091324203), OrderedStatistic(items_base=frozenset({'male', 'mysore', '5'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.375, lift=7.5), OrderedStatistic(items_base=frozenset({'mysore', 'member', '5'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.31578947368421056, lift=6.191950464396286), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'member', '5'}), confidence=0.11764705882352942, lift=6.191950464396285), 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OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member', '5'}), items_add=frozenset({'male', 'mysore'}), confidence=0.8571428571428571, lift=5.714285714285714), OrderedStatistic(items_base=frozenset({'male', 'c', 'member', '5'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', '5'}), items_add=frozenset({'c', 'member'}), confidence=1.0, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member', '5'}), items_add=frozenset({'male', 'c'}), confidence=0.8571428571428571, lift=5.714285714285714), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member', '5'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '5'}), confidence=0.3, lift=10.0), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'member'}), items_add=frozenset({'c', '5'}), confidence=0.3, lift=10.0), OrderedStatistic(items_base=frozenset({'5', 'male', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'5', 'male', 'member', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', '6', 'male', 'member', 'a', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '6'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'member'}), confidence=0.1935483870967742, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'bangalore', '6'}), items_add=frozenset({'a', 'male', 'debit_card', 'member'}), confidence=0.1935483870967742, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', '6', 'member'}), confidence=0.047619047619047616, lift=5.291005291005291), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', '6', 'debit_card', 'member'}), confidence=0.0335195530726257, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', '6', 'debit_card'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', '6', 'member'}), confidence=0.047619047619047616, lift=5.291005291005291), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', '6', 'member'}), confidence=0.0335195530726257, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', '6', 'debit_card'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', '6', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.46153846153846156, lift=5.3050397877984095), OrderedStatistic(items_base=frozenset({'a', 'male', '6'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.3, lift=4.838709677419355), OrderedStatistic(items_base=frozenset({'a', '6', 'member'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.42857142857142855, lift=6.036217303822938), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'debit_card'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.46153846153846156, lift=5.3050397877984095), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.3, lift=4.838709677419355), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'member'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.42857142857142855, lift=6.036217303822938), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', '6', 'member'}), confidence=0.08450704225352114, lift=6.036217303822938), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'male', '6'}), confidence=0.0967741935483871, lift=4.838709677419355), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', '6', 'debit_card'}), confidence=0.06896551724137932, lift=5.3050397877984095), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', '6', 'member'}), confidence=0.08450704225352114, lift=6.036217303822938), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'male', '6'}), confidence=0.0967741935483871, lift=4.838709677419355), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', '6', 'debit_card'}), confidence=0.06896551724137932, lift=5.3050397877984095), OrderedStatistic(items_base=frozenset({'a', 'male', '6', 'debit_card'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'a', '6', 'member', 'debit_card'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.75, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'a', 'male', '6', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.6666666666666667, lift=5.291005291005291), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'bangalore', '6', 'member', 'debit_card'}), items_add=frozenset({'a', 'male'}), confidence=0.75, lift=4.189944134078212), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '6', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.6666666666666667, lift=5.291005291005291), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'member'}), items_add=frozenset({'bangalore', '6'}), confidence=0.16666666666666669, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'member'}), items_add=frozenset({'a', '6'}), confidence=0.16666666666666669, lift=5.376344086021506)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'female', 'b', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'mangalore', 'cash', 'female', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'6', 'cash', 'female', 'b', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'female', 'normal', 'mangalore'}), confidence=0.1388888888888889, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'normal'}), confidence=0.1388888888888889, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', '6', 'normal', 'mangalore'}), confidence=0.045454545454545456, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'female', '6', 'mangalore'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', '6', 'normal'}), confidence=0.045454545454545456, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'female', '6', 'b'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'b', 'cash', '6'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.29411764705882354, lift=3.8197097020626436), OrderedStatistic(items_base=frozenset({'b', 'female', '6'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.29411764705882354, lift=5.159958720330238), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.25, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'cash', '6', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.29411764705882354, lift=3.8197097020626436), OrderedStatistic(items_base=frozenset({'female', '6', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.29411764705882354, lift=5.159958720330238), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.25, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.09433962264150944, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'female', '6', 'mangalore'}), confidence=0.08771929824561403, lift=5.159958720330237), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'cash', '6', 'mangalore'}), confidence=0.06493506493506494, lift=3.8197097020626436), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.09433962264150944, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female', '6'}), confidence=0.08771929824561403, lift=5.159958720330237), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'cash', '6', 'b'}), confidence=0.06493506493506494, lift=3.8197097020626436), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', '6'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'b', 'female', '6', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5555555555555556, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'cash', 'female', '6', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'female', '6', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5555555555555556, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.17857142857142858, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.17857142857142858, lift=4.9603174603174605), OrderedStatistic(items_base=frozenset({'6', 'cash', 'female', 'b', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'mangalore', 'cash', 'female', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'cash', 'male', 'b', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'mangalore', 'cash', 'male', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'6', 'cash', 'male', 'b', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'cash', 'male', 'normal', 'mangalore'}), confidence=0.16666666666666669, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'normal'}), confidence=0.16666666666666669, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '6', 'normal', 'mangalore'}), confidence=0.05454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '6', 'normal', 'mangalore'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'male', '6', 'mangalore'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '6', 'normal'}), confidence=0.05454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '6', 'b', 'normal'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', '6', 'b'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'cash', '6'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.3529411764705882, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.31578947368421056, lift=5.54016620498615), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.3, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'cash', '6', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.3529411764705882, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.31578947368421056, lift=5.54016620498615), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.3, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.10526315789473684, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.10526315789473684, lift=5.540166204986149), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'cash', '6', 'mangalore'}), confidence=0.06666666666666667, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', '6', 'normal'}), confidence=0.10526315789473684, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '6'}), confidence=0.10526315789473684, lift=5.540166204986149), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'cash', '6', 'b'}), confidence=0.06666666666666667, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', '6'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'cash', '6', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'b', 'male', '6', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'cash', 'male', '6', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'cash', '6', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'male', '6', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5454545454545455, lift=4.958677685950414), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'normal'}), items_add=frozenset({'6', 'mangalore'}), confidence=0.20689655172413793, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'cash', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.20689655172413793, lift=5.74712643678161), OrderedStatistic(items_base=frozenset({'6', 'cash', 'male', 'b', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'mangalore', 'cash', 'male', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'6', 'mangalore', 'male', 'b', 'sports_and_travel', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'6', 'mangalore', 'male', 'sports_and_travel', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'6', 'male', 'b', 'sports_and_travel', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '6'}), items_add=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.1388888888888889, lift=6.944444444444445), OrderedStatistic(items_base=frozenset({'male', '6'}), items_add=frozenset({'b', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.10416666666666667, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'6', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), confidence=0.1388888888888889, lift=6.944444444444445), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'normal', '6', 'sports_and_travel', 'mangalore'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'male', '6', 'sports_and_travel', 'mangalore'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', '6', 'normal', 'mangalore'}), confidence=0.08064516129032258, lift=7.331378299120235), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'normal', '6', 'sports_and_travel'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel'}), items_add=frozenset({'b', '6', 'normal', 'mangalore'}), confidence=0.06410256410256411, lift=3.2051282051282053), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', '6', 'sports_and_travel'}), confidence=0.029940119760479042, lift=4.277159965782721), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', '6', 'normal'}), confidence=0.08064516129032258, lift=7.331378299120235), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal'}), items_add=frozenset({'b', 'male', '6', 'mangalore'}), confidence=0.06329113924050633, lift=3.3311125916055966), OrderedStatistic(items_base=frozenset({'b', 'male', '6'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.2631578947368421, lift=8.223684210526315), OrderedStatistic(items_base=frozenset({'b', '6', 'mangalore'}), items_add=frozenset({'male', 'sports_and_travel', 'normal'}), confidence=0.1388888888888889, lift=3.306878306878307), OrderedStatistic(items_base=frozenset({'b', '6', 'normal'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.25, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', '6', 'sports_and_travel'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.4166666666666667, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'male', '6', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.2631578947368421, lift=8.223684210526315), OrderedStatistic(items_base=frozenset({'6', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.25, lift=7.8125), OrderedStatistic(items_base=frozenset({'6', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.4166666666666667, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'sports_and_travel', '6', 'normal'}), items_add=frozenset({'b', 'male', 'mangalore'}), confidence=0.5555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'male', 'mangalore'}), items_add=frozenset({'normal', '6', 'sports_and_travel'}), confidence=0.029411764705882353, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'6', 'sports_and_travel', 'mangalore'}), confidence=0.05555555555555556, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'6', 'normal', 'mangalore'}), confidence=0.15625, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'male', '6', 'mangalore'}), confidence=0.15625, lift=8.223684210526317), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', '6', 'sports_and_travel'}), confidence=0.05555555555555556, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', '6', 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lift=6.944444444444445), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'male', '6'}), confidence=0.15625, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', '6'}), confidence=0.25, lift=6.944444444444445), OrderedStatistic(items_base=frozenset({'6', 'male', 'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'6', 'mangalore', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'debit_card', 'mysore', '6', 'member'}), confidence=0.033707865168539325, lift=5.617977528089887), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'female', '6', 'debit_card'}), confidence=0.03550295857988166, lift=3.2275416890801507), OrderedStatistic(items_base=frozenset({'female', 'debit_card'}), items_add=frozenset({'mysore', '6', 'c', 'member'}), confidence=0.0375, lift=3.125), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'female', '6', 'c', 'member'}), confidence=0.05660377358490566, lift=5.660377358490566), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'debit_card', '6', 'c', 'member'}), confidence=0.033707865168539325, lift=5.617977528089887), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'female', '6', 'c', 'debit_card'}), confidence=0.03550295857988166, lift=3.2275416890801507), OrderedStatistic(items_base=frozenset({'6', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.5, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'female', '6', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.27272727272727276, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'6', 'c', 'member'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.5, lift=9.090909090909092), OrderedStatistic(items_base=frozenset({'mysore', '6', 'debit_card'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.5, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.27272727272727276, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'mysore', '6', 'member'}), items_add=frozenset({'female', 'debit_card', 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lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.6, lift=5.660377358490566), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', '6'}), confidence=0.2, lift=6.451612903225807), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'member'}), items_add=frozenset({'6', 'c'}), confidence=0.2, lift=6.451612903225807), OrderedStatistic(items_base=frozenset({'6', 'female', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'female', 'member', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'6', 'female', 'c', 'mysore', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'6', 'female', 'mysore', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'6', 'female', 'c', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', 'normal'}), confidence=0.16129032258064516, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'mysore', '6'}), items_add=frozenset({'female', 'debit_card', 'c', 'normal'}), confidence=0.16129032258064516, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'female', '6', 'normal'}), confidence=0.04716981132075472, lift=3.9308176100628933), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'mysore', '6', 'normal', 'debit_card'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'female', '6', 'c', 'normal'}), confidence=0.04716981132075472, lift=3.9308176100628933), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'6', 'c', 'normal', 'debit_card'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'6', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.4166666666666667, lift=5.08130081300813), OrderedStatistic(items_base=frozenset({'female', '6', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.2272727272727273, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.2631578947368421, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', '6', 'debit_card'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.4166666666666667, lift=5.08130081300813), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.2272727272727273, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.2631578947368421, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', '6', 'normal'}), confidence=0.09090909090909091, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', 'female', '6'}), confidence=0.08928571428571429, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'mysore', '6', 'debit_card'}), confidence=0.06097560975609756, lift=5.08130081300813), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card'}), items_add=frozenset({'6', 'c', 'normal'}), confidence=0.09090909090909091, lift=4.784688995215311), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'female', '6', 'c'}), confidence=0.08928571428571429, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'6', 'c', 'debit_card'}), confidence=0.06097560975609756, lift=5.08130081300813), OrderedStatistic(items_base=frozenset({'6', 'c', 'normal', 'debit_card'}), items_add=frozenset({'mysore', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'female', '6', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.4166666666666667, lift=3.9308176100628933), OrderedStatistic(items_base=frozenset({'mysore', '6', 'normal', 'debit_card'}), items_add=frozenset({'female', 'c'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'mysore', 'female', '6', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.4166666666666667, lift=3.9308176100628933), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '6'}), confidence=0.19999999999999998, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'normal'}), items_add=frozenset({'6', 'c'}), confidence=0.19999999999999998, lift=6.451612903225806), OrderedStatistic(items_base=frozenset({'6', 'female', 'c', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'6', 'female', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', '7', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '7'}), items_add=frozenset({'cash', 'bangalore', 'male', 'normal'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'bangalore', '7'}), items_add=frozenset({'cash', 'male', 'a', 'normal'}), confidence=0.1388888888888889, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', '7', 'normal'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', '7', 'normal'}), confidence=0.02793296089385475, lift=3.491620111731844), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male', '7'}), confidence=0.028901734104046246, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', '7', 'normal'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', '7', 'normal'}), confidence=0.02793296089385475, lift=3.491620111731844), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'cash', 'male', 'a', '7'}), confidence=0.028901734104046246, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'a', 'cash', '7'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.35714285714285715, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'a', 'male', '7'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.25, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'a', '7', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.2777777777777778, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '7'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.35714285714285715, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.25, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'bangalore', '7', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.2777777777777778, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', '7', 'normal'}), confidence=0.09803921568627452, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'male', '7'}), confidence=0.0925925925925926, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'cash', 'bangalore', '7'}), confidence=0.05434782608695653, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', '7', 'normal'}), confidence=0.09803921568627452, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male', '7'}), confidence=0.0925925925925926, lift=4.62962962962963), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'cash', 'a', '7'}), confidence=0.05434782608695653, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', '7'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.625, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'a', 'cash', '7', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.625, lift=3.4916201117318435), OrderedStatistic(items_base=frozenset({'a', 'male', '7', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', '7'}), items_add=frozenset({'a', 'normal'}), confidence=0.625, lift=3.6127167630057806), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', '7', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.625, lift=3.4916201117318435), OrderedStatistic(items_base=frozenset({'bangalore', 'male', '7', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'normal'}), items_add=frozenset({'bangalore', '7'}), confidence=0.17241379310344826, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'normal'}), items_add=frozenset({'a', '7'}), confidence=0.17241379310344826, lift=4.7892720306513406)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'female', 'b', '7', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'credit_card', 'female', '7', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'credit_card', 'female', 'b', '7', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '7'}), items_add=frozenset({'credit_card', 'female', 'member', 'mangalore'}), confidence=0.17857142857142858, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'7', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'member'}), confidence=0.17857142857142858, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', '7', 'member', 'mangalore'}), confidence=0.045871559633027525, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', '7', 'member', 'mangalore'}), confidence=0.030864197530864196, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', 'female', '7', 'mangalore'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '7', 'member'}), confidence=0.045871559633027525, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '7', 'member'}), confidence=0.030864197530864196, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', '7'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.5, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'b', 'female', '7'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.29411764705882354, lift=4.6685340802987865), OrderedStatistic(items_base=frozenset({'b', '7', 'member'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.38461538461538464, lift=6.518904823989571), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.5, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'female', '7', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.29411764705882354, lift=4.6685340802987865), OrderedStatistic(items_base=frozenset({'7', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.38461538461538464, lift=6.518904823989571), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'7', 'member', 'mangalore'}), confidence=0.08474576271186442, lift=6.518904823989571), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'female', '7', 'mangalore'}), confidence=0.07936507936507936, lift=4.668534080298786), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'credit_card', '7', 'mangalore'}), confidence=0.058823529411764705, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', '7', 'member'}), confidence=0.08474576271186442, lift=6.518904823989571), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', '7'}), confidence=0.07936507936507936, lift=4.668534080298786), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '7'}), confidence=0.058823529411764705, lift=5.88235294117647), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', '7'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '7', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=1.0, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'b', 'female', '7', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4545454545454546, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'credit_card', 'female', '7', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=1.0, lift=6.172839506172839), OrderedStatistic(items_base=frozenset({'female', '7', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4545454545454546, lift=4.170141784820684), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'member'}), items_add=frozenset({'7', 'mangalore'}), confidence=0.14285714285714285, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'member', 'mangalore'}), items_add=frozenset({'b', '7'}), confidence=0.14285714285714285, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'b', '7', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'female', '7', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'male', 'c', '7', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', '7', 'mysore', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', '7', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'normal'}), confidence=0.13157894736842105, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'cash', 'male', 'c', 'normal'}), confidence=0.13157894736842105, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', '7', 'normal'}), confidence=0.04032258064516129, lift=3.3602150537634405), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', '7', 'normal'}), confidence=0.03333333333333333, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'male', 'mysore', '7'}), confidence=0.031446540880503145, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'male', '7', 'c', 'normal'}), confidence=0.04032258064516129, lift=3.3602150537634405), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', '7', 'c', 'normal'}), confidence=0.03333333333333333, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'male', '7', 'c'}), confidence=0.031446540880503145, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', '7', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.4166666666666667, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.2272727272727273, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.2777777777777778, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.4166666666666667, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.2272727272727273, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.2777777777777778, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', '7', 'normal'}), confidence=0.08620689655172413, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.07692307692307693, lift=3.496503496503497), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '7'}), confidence=0.06493506493506494, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'7', 'c', 'normal'}), confidence=0.08620689655172413, lift=4.7892720306513406), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.07692307692307693, lift=3.496503496503497), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'cash', '7', 'c'}), confidence=0.06493506493506494, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'cash', 'male', '7', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.625, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', '7', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.8333333333333334, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'male', '7', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.4166666666666667, lift=3.360215053763441), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', '7'}), items_add=frozenset({'c', 'normal'}), confidence=0.625, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '7', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.8333333333333334, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.4166666666666667, lift=3.360215053763441), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'normal'}), items_add=frozenset({'mysore', '7'}), confidence=0.16666666666666669, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'normal'}), items_add=frozenset({'7', 'c'}), confidence=0.16666666666666669, lift=4.385964912280702), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', '7', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', '7', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'male', 'c', '7', 'member', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'male', '7', 'member', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'male', 'c', '7', 'member'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'male', 'member'}), confidence=0.13157894736842105, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'credit_card', 'male', 'c', 'member'}), confidence=0.13157894736842105, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'male', 'mysore', '7', 'member'}), confidence=0.05102040816326531, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'credit_card', 'mysore', '7', 'member'}), confidence=0.03333333333333333, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'mysore', 'credit_card', '7', 'male'}), confidence=0.029585798816568046, lift=5.917159763313609), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'male', '7', 'c', 'member'}), confidence=0.05102040816326531, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'credit_card', '7', 'c', 'member'}), confidence=0.03333333333333333, lift=3.7037037037037037), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'credit_card', '7', 'male', 'c'}), confidence=0.029585798816568046, lift=5.917159763313609), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.4545454545454546, lift=6.2266500622665015), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.2272727272727273, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'7', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', 'male'}), confidence=0.25, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.4545454545454546, lift=6.2266500622665015), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.2272727272727273, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'mysore', '7', 'member'}), items_add=frozenset({'credit_card', 'male', 'c'}), confidence=0.25, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c'}), items_add=frozenset({'mysore', '7', 'member'}), confidence=0.12195121951219512, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.08333333333333334, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore', '7'}), confidence=0.06849315068493152, lift=6.2266500622665015), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male'}), items_add=frozenset({'7', 'c', 'member'}), confidence=0.12195121951219512, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.08333333333333334, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'credit_card', '7', 'c'}), confidence=0.06849315068493152, lift=6.2266500622665015), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c', 'male'}), items_add=frozenset({'mysore', 'member'}), confidence=1.0, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'credit_card', '7', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'male', '7', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.5, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7', 'male'}), items_add=frozenset({'c', 'member'}), confidence=1.0, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', '7', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5555555555555556, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.5, lift=5.1020408163265305), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c', 'member'}), items_add=frozenset({'mysore', '7'}), confidence=0.19999999999999998, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'male', 'member'}), items_add=frozenset({'7', 'c'}), confidence=0.19999999999999998, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'c', '7', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'male', '7', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', '7', 'mysore', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', '7', 'mysore', 'debit_card', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', '7', 'debit_card', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'7', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'normal'}), confidence=0.1842105263157895, lift=5.942275042444822), OrderedStatistic(items_base=frozenset({'7', 'debit_card'}), items_add=frozenset({'male', 'mysore', 'c', 'normal'}), confidence=0.23333333333333334, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'mysore', '7'}), items_add=frozenset({'male', 'debit_card', 'c', 'normal'}), confidence=0.1842105263157895, lift=5.942275042444822), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', '7', 'normal'}), confidence=0.0660377358490566, lift=5.50314465408805), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '7', 'normal', 'debit_card'}), confidence=0.04666666666666667, lift=4.666666666666667), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', '7', 'debit_card'}), confidence=0.0440251572327044, lift=4.8916841369671555), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '7', 'c', 'normal'}), confidence=0.0660377358490566, lift=5.50314465408805), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'7', 'c', 'normal', 'debit_card'}), confidence=0.04666666666666667, lift=4.666666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '7', 'c', 'debit_card'}), confidence=0.0440251572327044, lift=4.8916841369671555), OrderedStatistic(items_base=frozenset({'7', 'c', 'debit_card'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.4666666666666667, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'male', '7', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.31818181818181823, lift=5.6818181818181825), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.38888888888888895, lift=7.625272331154686), OrderedStatistic(items_base=frozenset({'mysore', '7', 'debit_card'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.4666666666666667, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'7', 'normal', 'debit_card'}), items_add=frozenset({'male', 'mysore', 'c'}), confidence=0.4666666666666667, lift=3.111111111111111), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.31818181818181823, lift=5.6818181818181825), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.38888888888888895, lift=7.625272331154686), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '7', 'normal'}), confidence=0.13725490196078433, lift=7.625272331154686), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', '7'}), confidence=0.125, lift=5.6818181818181825), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'c'}), items_add=frozenset({'7', 'normal', 'debit_card'}), confidence=0.04666666666666667, lift=3.111111111111111), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '7', 'debit_card'}), confidence=0.09090909090909091, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'7', 'c', 'normal'}), confidence=0.13725490196078433, lift=7.625272331154686), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'male', '7', 'c'}), confidence=0.125, lift=5.6818181818181825), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'7', 'c', 'debit_card'}), confidence=0.09090909090909091, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'male', '7', 'c', 'debit_card'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7777777777777779, lift=4.891684136967156), OrderedStatistic(items_base=frozenset({'7', 'c', 'normal', 'debit_card'}), items_add=frozenset({'male', 'mysore'}), confidence=0.7, lift=4.666666666666667), OrderedStatistic(items_base=frozenset({'male', '7', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5833333333333334, lift=5.503144654088051), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.7777777777777779, lift=4.891684136967156), OrderedStatistic(items_base=frozenset({'mysore', '7', 'normal', 'debit_card'}), items_add=frozenset({'male', 'c'}), confidence=0.7, lift=4.666666666666667), OrderedStatistic(items_base=frozenset({'male', 'mysore', '7', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5833333333333334, lift=5.503144654088051), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '7'}), confidence=0.22580645161290322, lift=5.942275042444821), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'c', 'normal'}), items_add=frozenset({'7', 'debit_card'}), confidence=0.09090909090909091, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'7', 'c'}), confidence=0.22580645161290322, lift=5.942275042444821), OrderedStatistic(items_base=frozenset({'male', 'c', '7', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', '7', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'8', 'mangalore', 'credit_card', 'male', 'b', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'mangalore', 'credit_card', 'male', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'8', 'credit_card', 'male', 'b', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'credit_card', 'male', 'member', 'mangalore'}), confidence=0.16666666666666669, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'member'}), confidence=0.16666666666666669, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', '8', 'member', 'mangalore'}), confidence=0.045871559633027525, lift=5.096839959225281), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'credit_card', '8', 'member', 'mangalore'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', '8', 'male', 'mangalore'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'male', '8', 'member'}), confidence=0.045871559633027525, lift=5.096839959225281), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '8', 'member'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '8', 'male'}), confidence=0.030303030303030304, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '8'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.625, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', 'male', '8'}), items_add=frozenset({'credit_card', 'member', 'mangalore'}), confidence=0.29411764705882354, lift=4.6685340802987865), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.3125, lift=6.25), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.625, lift=7.8125), OrderedStatistic(items_base=frozenset({'male', '8', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'member'}), confidence=0.29411764705882354, lift=4.6685340802987865), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.3125, lift=6.25), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'8', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'member'}), items_add=frozenset({'male', '8', 'mangalore'}), confidence=0.07936507936507936, lift=4.668534080298786), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'credit_card', '8', 'mangalore'}), confidence=0.0625, lift=7.8125), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.09999999999999999, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', '8'}), confidence=0.07936507936507936, lift=4.668534080298786), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', '8'}), confidence=0.0625, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '8', 'male'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'b', 'credit_card', '8', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'male', '8', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.5555555555555556, lift=5.096839959225281), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'male', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7142857142857143, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'credit_card', '8', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'male', '8', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.5555555555555556, lift=5.096839959225281), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.17857142857142858, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.17857142857142858, lift=5.9523809523809526), OrderedStatistic(items_base=frozenset({'8', 'credit_card', 'male', 'b', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'mangalore', 'credit_card', 'male', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'mangalore', 'female', 'b', 'member', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'8', 'mangalore', 'female', 'member', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'8', 'female', 'b', 'member', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '8'}), items_add=frozenset({'female', 'debit_card', 'member', 'mangalore'}), confidence=0.16666666666666669, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'8', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'member'}), confidence=0.16666666666666669, lift=6.666666666666667), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', '8', 'member', 'mangalore'}), confidence=0.04424778761061947, lift=6.321112515802781), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'8', 'debit_card', 'member', 'mangalore'}), confidence=0.030864197530864196, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'female', '8', 'debit_card', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', '8', 'member'}), confidence=0.04424778761061947, lift=6.321112515802781), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', '8', 'debit_card', 'member'}), confidence=0.030864197530864196, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', '8', 'debit_card'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.35714285714285715, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'female', '8'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.38461538461538464, lift=7.849293563579278), OrderedStatistic(items_base=frozenset({'b', '8', 'member'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.3125, lift=6.25), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.35714285714285715, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'female', '8', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.38461538461538464, lift=7.849293563579278), OrderedStatistic(items_base=frozenset({'8', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.3125, lift=6.25), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'8', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'female', '8', 'mangalore'}), confidence=0.10204081632653061, lift=7.849293563579279), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'8', 'debit_card', 'mangalore'}), confidence=0.058823529411764705, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', '8', 'member'}), confidence=0.09999999999999999, lift=6.249999999999999), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', '8'}), confidence=0.10204081632653061, lift=7.849293563579279), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', '8', 'debit_card'}), confidence=0.058823529411764705, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'female', '8', 'debit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', '8', 'debit_card', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.7142857142857143, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'b', 'female', '8', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.7142857142857143, lift=6.321112515802781), OrderedStatistic(items_base=frozenset({'female', '8', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.7142857142857143, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'female', '8', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.7142857142857143, lift=6.321112515802781), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'member'}), items_add=frozenset({'8', 'mangalore'}), confidence=0.19999999999999998, lift=6.666666666666666), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', '8'}), confidence=0.19999999999999998, lift=6.666666666666666), OrderedStatistic(items_base=frozenset({'8', 'female', 'b', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'8', 'mangalore', 'female', 'member', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'8', 'male', 'c', 'mysore', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'8', 'male', 'mysore', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'8', 'male', 'c', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'normal'}), confidence=0.16666666666666669, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'mysore', '8'}), items_add=frozenset({'male', 'debit_card', 'c', 'normal'}), confidence=0.16666666666666669, lift=5.376344086021506), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'mysore', 'male', '8', 'normal'}), confidence=0.04716981132075472, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', '8', 'debit_card', 'normal'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'male', '8', 'debit_card'}), confidence=0.031446540880503145, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', '8', 'c', 'normal'}), confidence=0.04716981132075472, lift=5.241090146750525), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'8', 'debit_card', 'c', 'normal'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', '8', 'debit_card', 'c'}), confidence=0.031446540880503145, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.4166666666666667, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'male', '8', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.4166666666666667, lift=7.440476190476191), OrderedStatistic(items_base=frozenset({'8', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.2777777777777778, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'mysore', '8', 'debit_card'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.4166666666666667, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.4166666666666667, lift=7.440476190476191), OrderedStatistic(items_base=frozenset({'mysore', '8', 'normal'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.2777777777777778, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', '8', 'normal'}), confidence=0.09803921568627452, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', 'male', '8'}), confidence=0.08928571428571429, lift=7.440476190476191), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', '8', 'debit_card'}), confidence=0.06493506493506494, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'8', 'c', 'normal'}), confidence=0.09803921568627452, lift=5.446623093681918), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'male', '8', 'c'}), confidence=0.08928571428571429, lift=7.440476190476191), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'8', 'debit_card', 'c'}), confidence=0.06493506493506494, lift=5.411255411255412), OrderedStatistic(items_base=frozenset({'male', '8', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.8333333333333334, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'8', 'debit_card', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'male', '8', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.5555555555555556, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.8333333333333334, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'mysore', '8', 'debit_card', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'male', '8', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.5555555555555556, lift=5.241090146750524), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', '8'}), confidence=0.16129032258064516, lift=5.376344086021505), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'8', 'c'}), confidence=0.16129032258064516, lift=5.376344086021505), OrderedStatistic(items_base=frozenset({'8', 'male', 'c', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'8', 'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'bangalore', 'female', 'a', '9', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', '9'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), confidence=0.16129032258064516, lift=5.561735261401557), OrderedStatistic(items_base=frozenset({'bangalore', '9'}), items_add=frozenset({'a', 'female', 'debit_card', 'normal'}), confidence=0.16129032258064516, lift=5.561735261401557), OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', '9', 'normal'}), confidence=0.03968253968253968, lift=6.613756613756613), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', '9', 'debit_card', 'normal'}), confidence=0.031055900621118012, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', '9', 'debit_card'}), confidence=0.028901734104046246, lift=4.128819157720892), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', '9', 'normal'}), confidence=0.03968253968253968, lift=6.613756613756613), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', '9', 'debit_card', 'normal'}), confidence=0.031055900621118012, lift=3.881987577639751), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', '9', 'debit_card'}), confidence=0.028901734104046246, lift=4.128819157720892), OrderedStatistic(items_base=frozenset({'a', '9', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.35714285714285715, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'a', 'female', '9'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.3125, lift=4.8828125), OrderedStatistic(items_base=frozenset({'a', '9', 'normal'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.33333333333333337, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'debit_card'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.35714285714285715, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '9'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.3125, lift=4.8828125), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'normal'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.33333333333333337, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', '9', 'normal'}), confidence=0.09090909090909091, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'female', '9'}), confidence=0.078125, lift=4.8828125), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', '9', 'debit_card'}), confidence=0.06172839506172839, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', '9', 'normal'}), confidence=0.09090909090909091, lift=6.060606060606061), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'female', '9'}), confidence=0.078125, lift=4.8828125), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', '9', 'debit_card'}), confidence=0.06172839506172839, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'a', 'female', '9', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.7142857142857143, lift=4.128819157720892), OrderedStatistic(items_base=frozenset({'a', '9', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'a', 'female', '9', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.8333333333333334, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '9', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.7142857142857143, lift=4.128819157720892), OrderedStatistic(items_base=frozenset({'bangalore', '9', 'debit_card', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'bangalore', 'female', '9', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.8333333333333334, lift=6.613756613756614), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', '9'}), confidence=0.17241379310344826, lift=5.561735261401557), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), items_add=frozenset({'a', '9'}), confidence=0.17241379310344826, lift=5.561735261401557)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'member', '9'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'member', '9'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member', '9'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', '9'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.14705882352941177, lift=5.2521008403361344), OrderedStatistic(items_base=frozenset({'9', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.14705882352941177, lift=5.2521008403361344), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', '9', 'member', 'mangalore'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', '9', 'member', 'mangalore'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'male', '9', 'mangalore'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', '9', 'member'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', '9', 'b', 'member'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'male', '9', 'b'}), confidence=0.030303030303030304, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'b', 'cash', '9'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.35714285714285715, 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OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', '9', 'member'}), confidence=0.09433962264150944, lift=7.25689404934688), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member'}), items_add=frozenset({'b', 'male', '9', 'mangalore'}), confidence=0.06849315068493152, lift=4.28082191780822), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '9', 'member'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', '9'}), confidence=0.030303030303030304, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '9'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.625, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', 'male', '9'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.3125, lift=12.01923076923077), OrderedStatistic(items_base=frozenset({'b', '9', 'mangalore'}), items_add=frozenset({'health_and_beauty', 'male', 'member'}), confidence=0.14705882352941177, lift=3.419972640218879), OrderedStatistic(items_base=frozenset({'b', '9', 'member'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.2173913043478261, lift=6.587615283267458), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9'}), items_add=frozenset({'b', 'member', 'mangalore'}), confidence=0.8333333333333334, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.625, lift=7.8125), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'member'}), items_add=frozenset({'b', 'male', 'mangalore'}), confidence=0.625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'male', '9', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.3125, lift=12.01923076923077), OrderedStatistic(items_base=frozenset({'male', '9', 'member'}), items_add=frozenset({'b', 'health_and_beauty', 'mangalore'}), confidence=0.2272727272727273, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'9', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male'}), confidence=0.2173913043478261, lift=6.587615283267458), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'9', 'member', 'mangalore'}), confidence=0.15151515151515152, lift=6.587615283267457), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'mangalore'}), items_add=frozenset({'male', '9', 'member'}), confidence=0.09433962264150944, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'male', '9', 'mangalore'}), confidence=0.19230769230769232, lift=12.01923076923077), OrderedStatistic(items_base=frozenset({'b', 'male', 'mangalore'}), items_add=frozenset({'health_and_beauty', '9', 'member'}), confidence=0.029411764705882353, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'health_and_beauty', '9', 'mangalore'}), confidence=0.0625, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', 'member', 'mangalore'}), items_add=frozenset({'health_and_beauty', 'male', '9'}), confidence=0.030303030303030304, lift=5.05050505050505), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b', '9', 'member'}), confidence=0.15151515151515152, lift=6.587615283267457), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'member'}), items_add=frozenset({'b', '9', 'mangalore'}), confidence=0.11627906976744187, lift=3.4199726402188784), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', '9'}), confidence=0.19230769230769232, lift=12.01923076923077), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', '9'}), confidence=0.0625, lift=7.8125), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', '9'}), items_add=frozenset({'member', 'mangalore'}), confidence=1.0, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', '9', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'male', '9', 'mangalore'}), items_add=frozenset({'health_and_beauty', 'member'}), confidence=0.3125, lift=4.280821917808219), OrderedStatistic(items_base=frozenset({'b', 'male', '9', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.38461538461538464, lift=7.25689404934688), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=1.0, lift=6.0606060606060606), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', '9', 'member'}), items_add=frozenset({'b', 'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'health_and_beauty', '9', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'male', '9', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.38461538461538464, lift=7.25689404934688), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'member'}), items_add=frozenset({'9', 'mangalore'}), confidence=0.2631578947368421, lift=7.739938080495355), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'male', '9'}), confidence=0.19230769230769232, lift=5.341880341880342), OrderedStatistic(items_base=frozenset({'b', 'male', 'member', 'mangalore'}), items_add=frozenset({'health_and_beauty', '9'}), confidence=0.0625, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', '9'}), confidence=0.2631578947368421, lift=7.739938080495355), OrderedStatistic(items_base=frozenset({'male', 'b', 'member', 'health_and_beauty', '9'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'member', 'health_and_beauty', '9'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'cash', 'mysore', 'female', 'c', 'food_and_beverages', '9'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore'}), confidence=0.07608695652173914, lift=4.475703324808184), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'9', 'cash', 'female', 'c', 'mysore'}), confidence=0.04022988505747127, lift=3.352490421455939), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'mysore', 'food_and_beverages'}), confidence=0.25925925925925924, lift=15.250544662309366), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'female', 'mysore', 'c', 'food_and_beverages'}), confidence=0.1891891891891892, lift=4.978662873399716), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), confidence=0.125, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore', 'c'}), confidence=0.4117647058823529, lift=6.23885918003565), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), confidence=0.25925925925925924, lift=15.250544662309366), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'female', 'mysore', '9', 'food_and_beverages'}), confidence=0.056451612903225805, lift=7.056451612903225), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), confidence=0.03932584269662922, lift=4.915730337078652), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore', '9'}), confidence=0.10606060606060606, lift=8.83838383838384), OrderedStatistic(items_base=frozenset({'cash', 'female'}), items_add=frozenset({'mysore', '9', 'c', 'food_and_beverages'}), confidence=0.03932584269662922, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', '9', 'c'}), confidence=0.12280701754385964, lift=5.582137161084529), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '9', 'c', 'food_and_beverages'}), confidence=0.056451612903225805, lift=7.056451612903225), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', '9', 'c'}), confidence=0.07777777777777778, lift=5.185185185185185), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '9', 'c', 'food_and_beverages'}), confidence=0.03932584269662922, lift=4.915730337078652), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'c'}), confidence=0.10606060606060606, lift=8.83838383838384), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'female', 'mysore', 'food_and_beverages'}), confidence=0.4666666666666667, lift=12.280701754385966), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.31818181818181823, lift=10.26392961876833), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.7777777777777779, lift=11.784511784511785), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages'}), confidence=0.25925925925925924, lift=7.856341189674522), OrderedStatistic(items_base=frozenset({'cash', 'female', '9'}), items_add=frozenset({'mysore', 'c', 'food_and_beverages'}), confidence=0.30434782608695654, lift=4.61133069828722), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', 'c'}), confidence=0.7, lift=3.932584269662921), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.4666666666666667, lift=12.280701754385966), OrderedStatistic(items_base=frozenset({'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c'}), confidence=0.5384615384615385, lift=4.342431761786601), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.31818181818181823, lift=10.26392961876833), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.7777777777777779, lift=11.784511784511785), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.10606060606060606, lift=11.784511784511785), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', '9'}), confidence=0.22580645161290322, lift=10.263929618768328), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c'}), items_add=frozenset({'female', '9', 'food_and_beverages'}), confidence=0.056451612903225805, lift=4.3424317617866), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', '9'}), confidence=0.1842105263157895, lift=12.280701754385966), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.03932584269662922, lift=3.932584269662922), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9'}), confidence=0.10606060606060606, lift=4.611330698287221), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.21212121212121213, lift=7.856341189674524), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.10606060606060606, lift=11.784511784511785), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.22580645161290322, lift=10.263929618768328), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.1842105263157895, lift=12.280701754385966), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.5833333333333334, lift=8.83838383838384), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore'}), confidence=0.875, lift=4.915730337078652), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'mysore'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.4666666666666667, lift=5.185185185185185), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.875, lift=7.056451612903226), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'c'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.31818181818181823, lift=5.58213716108453), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female'}), confidence=0.7777777777777779, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.5833333333333334, lift=8.83838383838384), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.875, lift=4.915730337078652), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.875, lift=7.056451612903226), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.4117647058823529, lift=15.250544662309368), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'mysore'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.10606060606060606, lift=6.23885918003565), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.22580645161290322, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.1842105263157895, lift=4.978662873399716), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.4117647058823529, lift=15.250544662309368), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'c', '9'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5833333333333334, lift=3.352490421455939), OrderedStatistic(items_base=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore'}), items_add=frozenset({'9'}), confidence=0.4117647058823529, lift=4.475703324808184)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'normal'}), confidence=0.05434782608695653, lift=6.793478260869565), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', '9', 'normal'}), confidence=0.02873563218390805, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), confidence=0.1851851851851852, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), confidence=0.13513513513513514, lift=9.00900900900901), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), confidence=0.08928571428571429, lift=6.868131868131869), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.29411764705882354, lift=8.403361344537815), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), confidence=0.12195121951219512, lift=7.173601147776183), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'normal', 'female', '9', 'food_and_beverages'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'normal'}), confidence=0.07575757575757576, lift=5.827505827505828), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'female', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'cash', 'female'}), items_add=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c', 'normal'}), confidence=0.08771929824561403, lift=6.747638326585695), OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'female', '9', 'c', 'food_and_beverages'}), confidence=0.02840909090909091, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c', 'normal'}), confidence=0.05555555555555556, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'c'}), confidence=0.0625, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'female', 'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.2272727272727273, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.5555555555555556, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'cash', 'female', 'food_and_beverages'}), confidence=0.33333333333333337, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'cash', 'female', '9'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.2173913043478261, lift=7.246376811594204), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.5, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.25, lift=6.578947368421053), OrderedStatistic(items_base=frozenset({'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.38461538461538464, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'female', '9', 'normal'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.1851851851851852, lift=5.973715651135007), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.7142857142857143, lift=10.822510822510822), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.07575757575757576, lift=10.822510822510823), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'normal'}), confidence=0.16129032258064516, lift=5.973715651135006), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'female', '9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=5.91715976331361), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal'}), confidence=0.13157894736842105, lift=6.578947368421052), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.06097560975609756, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9'}), confidence=0.16666666666666669, lift=7.246376811594204), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.15151515151515152, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.05681818181818182, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.20833333333333334, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.12820512820512822, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'c'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.4166666666666667, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'normal'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.5555555555555556, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'normal'}), confidence=0.625, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.38461538461538464, lift=6.747638326585695), OrderedStatistic(items_base=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.38461538461538464, lift=5.827505827505828), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'female', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.29411764705882354, lift=7.173601147776184), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.14285714285714285, lift=8.403361344537814), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.38461538461538464, lift=6.868131868131869), OrderedStatistic(items_base=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.33333333333333337, lift=9.009009009009011), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.38461538461538464, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', '9', 'normal'}), items_add=frozenset({'food_and_beverages'}), confidence=0.625, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'normal'}), items_add=frozenset({'9'}), confidence=0.625, lift=6.793478260869565)])
RelationRecord(items=frozenset({'cash', 'mysore', 'female', 'c', '9', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'9', 'cash', 'female', 'mysore', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', '9', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'mysore', 'normal'}), confidence=0.2962962962962963, lift=8.465608465608465), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.2962962962962963, lift=8.465608465608465), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'female', 'mysore', '9', 'normal'}), confidence=0.06451612903225806, lift=4.962779156327543), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', '9', 'normal'}), confidence=0.04494382022471911, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'female', 'mysore', '9'}), confidence=0.050314465408805034, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '9', 'c', 'normal'}), confidence=0.06451612903225806, lift=4.962779156327543), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '9', 'c', 'normal'}), confidence=0.04494382022471911, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'female', '9', 'c'}), confidence=0.050314465408805034, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'female', 'mysore', 'normal'}), confidence=0.5333333333333333, lift=6.504065040650406), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.36363636363636365, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.2962962962962963, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.5333333333333333, lift=8.08080808080808), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.5333333333333333, lift=6.504065040650406), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.36363636363636365, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.5333333333333333, lift=8.08080808080808), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.12121212121212122, lift=8.080808080808081), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'female', 'mysore', '9'}), confidence=0.12307692307692307, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '9'}), confidence=0.0975609756097561, lift=6.504065040650407), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.12121212121212122, lift=8.080808080808081), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.12307692307692307, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.0975609756097561, lift=6.504065040650407), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6666666666666666, lift=4.192872117400419), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'normal'}), items_add=frozenset({'female', 'mysore'}), confidence=0.888888888888889, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.6153846153846154, lift=4.962779156327544), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.6666666666666666, lift=4.192872117400419), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mysore'}), items_add=frozenset({'female', 'c'}), confidence=0.888888888888889, lift=4.993757802746567), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.6153846153846154, lift=4.962779156327544), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'mysore', '9'}), confidence=0.22857142857142856, lift=8.465608465608465), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mysore'}), items_add=frozenset({'9', 'c'}), confidence=0.22857142857142856, lift=8.465608465608465), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', '9', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', '9', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'9', 'cash', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'c', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.05434782608695653, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'9', 'cash', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c', '9', 'normal'}), confidence=0.02873563218390805, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'c', 'food_and_beverages', '9', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.1851851851851852, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), confidence=0.13513513513513514, lift=4.504504504504505), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c', 'normal'}), confidence=0.29411764705882354, lift=4.524886877828054), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), confidence=0.1851851851851852, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), confidence=0.12195121951219512, lift=3.933910306845004), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', '9', 'normal', 'food_and_beverages'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal', 'mysore'}), confidence=0.07575757575757576, lift=8.417508417508419), OrderedStatistic(items_base=frozenset({'mysore', 'c'}), items_add=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c', 'normal'}), confidence=0.08771929824561403, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'mysore', '9', 'c', 'food_and_beverages'}), confidence=0.02840909090909091, lift=3.156565656565657), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c', 'normal'}), confidence=0.07575757575757576, lift=8.417508417508419), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c', 'mysore'}), confidence=0.0625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', '9', 'c', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=11.111111111111112), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.5555555555555556, lift=8.547008547008547), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.1851851851851852, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.33333333333333337, lift=10.752688172043012), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'mysore', 'c', 'normal'}), confidence=0.5, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.33333333333333337, lift=11.111111111111112), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal'}), items_add=frozenset({'mysore', 'c', 'food_and_beverages'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.5555555555555556, lift=8.547008547008547), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c'}), confidence=0.7142857142857143, lift=5.760368663594471), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.33333333333333337, lift=10.752688172043012), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.16129032258064516, lift=10.75268817204301), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.04032258064516129, lift=5.76036866359447), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal'}), confidence=0.07575757575757576, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'mysore'}), confidence=0.16666666666666669, lift=11.111111111111112), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'normal'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.144654088050314), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.16129032258064516, lift=10.75268817204301), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.20833333333333334, lift=7.71604938271605), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'9', 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OrderedStatistic(items_base=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.33333333333333337, lift=5.847953216374269), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.625, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.5555555555555556, lift=8.417508417508417), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.16129032258064516, lift=3.9339103068450036), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.38461538461538464, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=4.524886877828054), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.16666666666666669, lift=4.504504504504506), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.38461538461538464, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', '9', 'normal'}), items_add=frozenset({'food_and_beverages'}), confidence=0.5555555555555556, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'9', 'cash', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'9'}), confidence=0.38461538461538464, lift=4.1806020066889635)])
RelationRecord(items=frozenset({'9', 'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.06521739130434782, lift=4.3478260869565215), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'9', 'female', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages', '9', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), confidence=0.22222222222222224, lift=14.814814814814817), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), 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OrderedStatistic(items_base=frozenset({'mysore', 'c'}), items_add=frozenset({'female', '9', 'normal', 'food_and_beverages'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), confidence=0.03773584905660377, lift=4.716981132075471), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c', 'normal'}), confidence=0.06666666666666667, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), confidence=0.033707865168539325, lift=5.617977528089887), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c', 'normal'}), confidence=0.09090909090909091, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), 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OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.27272727272727276, lift=9.090909090909092), OrderedStatistic(items_base=frozenset({'female', '9', 'normal'}), items_add=frozenset({'mysore', 'c', 'food_and_beverages'}), confidence=0.22222222222222224, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.6666666666666667, lift=8.130081300813009), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', 'c'}), confidence=0.8571428571428571, lift=4.815409309791332), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.4, lift=10.526315789473685), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.15789473684210528, lift=10.526315789473687), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.033707865168539325, lift=4.815409309791332), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.07317073170731707, lift=8.130081300813009), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'normal'}), confidence=0.09090909090909091, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '9'}), confidence=0.2, lift=9.090909090909092), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.15789473684210528, lift=10.526315789473687), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.15384615384615385, lift=5.698005698005699), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.07317073170731707, lift=8.130081300813009), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.2, lift=9.090909090909092), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.75, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'c'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.27272727272727276, lift=3.4090909090909096), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.46153846153846156, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c', 'normal'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.4, lift=4.444444444444445), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.75, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'female', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.46153846153846156, lift=6.993006993006993), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.15789473684210528, lift=3.8510911424903727), OrderedStatistic(items_base=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.4, lift=14.814814814814817), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.07317073170731707, lift=4.30416068866571), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.2, lift=3.5714285714285716), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'9', 'c'}), confidence=0.4, lift=14.814814814814817), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'female', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'9'}), confidence=0.4, lift=4.347826086956522)])
RelationRecord(items=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.05434782608695653, lift=6.793478260869565), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'female', '9', 'normal'}), confidence=0.02873563218390805, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), confidence=0.13513513513513514, lift=9.00900900900901), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'cash', 'mysore', 'normal', 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lift=6.747638326585695), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', '9', 'normal', 'food_and_beverages'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), confidence=0.02840909090909091, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal', 'mysore'}), confidence=0.05555555555555556, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'normal'}), confidence=0.07575757575757576, lift=5.827505827505828), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'mysore'}), confidence=0.0625, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'female', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'cash', 'female', '9'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.2173913043478261, lift=7.246376811594204), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.5, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'female', 'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.25, lift=6.578947368421053), OrderedStatistic(items_base=frozenset({'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.38461538461538464, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.2272727272727273, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'female', '9', 'normal'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.1851851851851852, lift=5.973715651135007), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.5555555555555556, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.7142857142857143, lift=10.822510822510822), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'cash', 'female', 'food_and_beverages'}), confidence=0.33333333333333337, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.15151515151515152, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.07575757575757576, lift=10.822510822510823), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.05681818181818182, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'normal'}), confidence=0.16129032258064516, lift=5.973715651135006), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', '9'}), confidence=0.20833333333333334, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', '9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=5.91715976331361), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal'}), confidence=0.13157894736842105, lift=6.578947368421052), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'mysore'}), confidence=0.12820512820512822, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.06097560975609756, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9'}), confidence=0.16666666666666669, lift=7.246376811594204), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'mysore'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.4166666666666667, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.38461538461538464, lift=5.827505827505828), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mysore'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.5555555555555556, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'normal'}), confidence=0.625, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.38461538461538464, lift=6.747638326585695), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'normal'}), confidence=0.29411764705882354, lift=7.173601147776184), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', '9'}), confidence=0.38461538461538464, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mysore'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.14285714285714285, lift=8.403361344537814), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '9'}), confidence=0.38461538461538464, lift=6.868131868131869), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9'}), confidence=0.33333333333333337, lift=9.009009009009011), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', '9', 'normal'}), items_add=frozenset({'food_and_beverages'}), confidence=0.625, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'9'}), confidence=0.625, lift=6.793478260869565)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'cash', 'female', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'electronic_accessories', 'member'}), confidence=0.05454545454545455, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories', 'member'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female', 'electronic_accessories'}), confidence=0.03592814371257485, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'electronic_accessories', 'member'}), confidence=0.05454545454545455, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'electronic_accessories', 'member'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'female', 'electronic_accessories'}), confidence=0.03592814371257485, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.33333333333333337, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'member'}), confidence=0.1016949152542373, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'female', 'electronic_accessories'}), confidence=0.10714285714285714, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'a', 'female', 'electronic_accessories'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.21428571428571427, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.1935483870967742, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories'}), confidence=0.075, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.33333333333333337, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', 'electronic_accessories', 'member'}), confidence=0.1016949152542373, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'electronic_accessories'}), confidence=0.10714285714285714, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.21428571428571427, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.1935483870967742, lift=3.280481137233461), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'a', 'electronic_accessories'}), confidence=0.075, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'female', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'electronic_accessories'}), items_add=frozenset({'a', 'member'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.5, lift=4.545454545454546)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'cash', 'male', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'cash', 'bangalore', 'male', 'member'}), confidence=0.08333333333333334, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'a', 'member'}), confidence=0.08333333333333334, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.2777777777777778, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'member'}), confidence=0.09803921568627452, lift=3.162555344718533), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.16129032258064516, lift=3.1625553447185326), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories'}), confidence=0.0574712643678161, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.2777777777777778, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'electronic_accessories', 'member'}), confidence=0.09803921568627452, lift=3.162555344718533), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.16129032258064516, lift=3.1625553447185326), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'cash', 'a', 'electronic_accessories'}), confidence=0.0574712643678161, lift=3.1928480204342278), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'member'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.2272727272727273, lift=3.7878787878787885), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.2272727272727273, lift=3.7878787878787885)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'cash', 'male', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', 'electronic_accessories', 'normal'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories', 'normal'}), confidence=0.02793296089385475, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', 'electronic_accessories', 'normal'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'electronic_accessories', 'normal'}), confidence=0.02793296089385475, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.2777777777777778, lift=3.0193236714975846), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'electronic_accessories', 'normal'}), confidence=0.09803921568627452, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.17241379310344826, lift=3.3806626098715347), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'electronic_accessories'}), confidence=0.05434782608695653, lift=3.019323671497585), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.2777777777777778, lift=3.0193236714975846), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'electronic_accessories', 'normal'}), confidence=0.09803921568627452, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.17241379310344826, lift=3.3806626098715347), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'cash', 'a', 'electronic_accessories'}), confidence=0.05434782608695653, lift=3.019323671497585), OrderedStatistic(items_base=frozenset({'a', 'cash', 'electronic_accessories', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7142857142857143, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'a', 'male', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38461538461538464, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.7142857142857143, lift=3.990422984836393), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.38461538461538464, lift=3.4965034965034967)])
RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'cash', 'female', 'a', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female', 'normal'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'female', 'normal'}), confidence=0.11764705882352942, lift=4.705882352941177), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'cash', 'normal'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female', 'cash'}), confidence=0.034682080924855495, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'fashion_accessories', 'a', 'female', 'normal'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'cash', 'a', 'female', 'normal'}), confidence=0.11764705882352942, lift=4.705882352941177), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', 'cash', 'normal'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'female', 'cash'}), confidence=0.034682080924855495, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'a', 'cash', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.46153846153846156, lift=5.698005698005698), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.1016949152542373, lift=3.506721215663355), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'female'}), confidence=0.11111111111111112, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'a', 'female', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.21428571428571427, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.20689655172413793, lift=3.506721215663355), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'cash'}), confidence=0.07407407407407407, lift=5.698005698005698), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'fashion_accessories'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.46153846153846156, lift=5.698005698005698), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.1016949152542373, lift=3.506721215663355), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'female'}), confidence=0.11111111111111112, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.21428571428571427, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.20689655172413793, lift=3.506721215663355), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'cash'}), confidence=0.07407407407407407, lift=5.698005698005698), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.75, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.24, lift=4.705882352941177), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'fashion_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=0.75, lift=4.335260115606936), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal', 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RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'cash', 'male', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'normal'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'male', 'normal'}), confidence=0.09803921568627452, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'cash'}), confidence=0.028901734104046246, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'fashion_accessories', 'male', 'a', 'normal'}), confidence=0.045454545454545456, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'cash', 'male', 'a', 'normal'}), confidence=0.09803921568627452, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'male', 'cash'}), confidence=0.028901734104046246, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'a', 'cash', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.38461538461538464, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'normal'}), confidence=0.09803921568627452, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.0925925925925926, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.2173913043478261, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'a', 'normal', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.17241379310344826, lift=3.3806626098715347), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'cash'}), confidence=0.05434782608695653, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'fashion_accessories'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.38461538461538464, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'fashion_accessories', 'a', 'normal'}), confidence=0.09803921568627452, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.0925925925925926, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.2173913043478261, lift=4.025764895330113), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.17241379310344826, lift=3.3806626098715347), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'fashion_accessories', 'a', 'cash'}), confidence=0.05434782608695653, lift=4.1806020066889635), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=1.0, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.17241379310344826, lift=3.3806626098715347), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal', 'fashion_accessories'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38461538461538464, lift=3.4965034965034967), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'fashion_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=1.0, lift=5.780346820809249), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'normal'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.17241379310344826, lift=3.3806626098715347), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.38461538461538464, lift=3.4965034965034967)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'food_and_beverages', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages', 'member'}), confidence=0.07272727272727272, lift=7.2727272727272725), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'food_and_beverages', 'member'}), confidence=0.049689440993788817, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'cash', 'bangalore', 'female', 'member'}), confidence=0.13793103448275862, lift=4.056795131845841), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female', 'food_and_beverages'}), confidence=0.04790419161676646, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 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confidence=0.4444444444444445, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.14285714285714285, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.34782608695652173, lift=6.211180124223602), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore', 'food_and_beverages'}), confidence=0.1, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.27586206896551724, lift=4.67562828755114), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.13559322033898305, lift=4.675628287551139), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.4444444444444445, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'food_and_beverages'}), confidence=0.14285714285714285, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.34782608695652173, lift=6.211180124223602), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'a', 'food_and_beverages'}), confidence=0.1, lift=5.555555555555556), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.27586206896551724, lift=4.67562828755114), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.7272727272727273, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'member'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.23529411764705882, lift=4.056795131845842), OrderedStatistic(items_base=frozenset({'a', 'cash', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.7272727272727273, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.8, lift=7.272727272727273), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'food_and_beverages'}), items_add=frozenset({'a', 'member'}), confidence=0.7272727272727273, lift=4.354926510615133), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'member'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.23529411764705882, lift=4.056795131845842), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.7272727272727273, lift=4.517221908526256), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.8, lift=7.272727272727273)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'health_and_beauty', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'female', 'member'}), confidence=0.045454545454545456, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'health_and_beauty', 'member'}), confidence=0.031055900621118012, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'cash', 'bangalore', 'female', 'member'}), confidence=0.10638297872340426, lift=3.1289111389236544), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female', 'health_and_beauty'}), confidence=0.029940119760479042, lift=3.3266799733865606), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'health_and_beauty', 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confidence=0.29411764705882354, lift=3.6764705882352944), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'female'}), confidence=0.08928571428571429, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'female'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.23809523809523808, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore', 'health_and_beauty'}), confidence=0.0625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.2272727272727273, lift=3.8520801232665645), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'health_and_beauty', 'a', 'member'}), confidence=0.08474576271186442, lift=3.8520801232665645), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'health_and_beauty'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.29411764705882354, lift=3.6764705882352944), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'health_and_beauty', 'a', 'female'}), confidence=0.08928571428571429, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.23809523809523808, lift=4.2517006802721085), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'a'}), confidence=0.0625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.2272727272727273, lift=3.8520801232665645), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'female', 'cash'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.14705882352941177, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'cash', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4166666666666667, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'health_and_beauty'}), items_add=frozenset({'a', 'member'}), confidence=0.5555555555555556, lift=3.32667997338656), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'member'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.14705882352941177, lift=3.128911138923655), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'health_and_beauty', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.4166666666666667, lift=3.787878787878788)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'home_and_lifestyle', 'member', 'a'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'member'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.03592814371257485, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle', 'member'}), confidence=0.05454545454545455, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'female', 'home_and_lifestyle'}), confidence=0.03592814371257485, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'a', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.25, lift=3.125), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.10714285714285714, lift=3.3482142857142856), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.1875, lift=3.3482142857142856), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), confidence=0.075, lift=3.125), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.25, lift=3.125), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle'}), confidence=0.10714285714285714, lift=3.3482142857142856), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.1875, lift=3.3482142857142856), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle'}), confidence=0.075, lift=3.125), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5454545454545455, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.375, lift=3.409090909090909), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.5454545454545455, lift=3.2661948829613503), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.375, lift=3.409090909090909)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'home_and_lifestyle', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.031055900621118012, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore', 'female', 'normal'}), confidence=0.07692307692307693, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle', 'normal'}), confidence=0.031055900621118012, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a', 'female', 'normal'}), confidence=0.07692307692307693, lift=3.076923076923077), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'a', 'cash', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5, lift=3.1055900621118013), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.5, lift=3.1055900621118013)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'member', 'a', 'sports_and_travel'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel', 'member'}), confidence=0.06363636363636364, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel', 'member'}), confidence=0.043478260869565216, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female', 'sports_and_travel'}), confidence=0.041916167664670656, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'female', 'member'}), confidence=0.11864406779661017, lift=3.489531405782652), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'sports_and_travel', 'member'}), confidence=0.06363636363636364, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'cash', 'a', 'sports_and_travel', 'member'}), confidence=0.043478260869565216, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'a', 'female', 'sports_and_travel'}), confidence=0.041916167664670656, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'female', 'member'}), confidence=0.11864406779661017, lift=3.489531405782652), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'member'}), confidence=0.11864406779661017, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel'}), confidence=0.125, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', 'member'}), confidence=0.35, lift=4.375), OrderedStatistic(items_base=frozenset({'a', 'female', 'member'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel'}), confidence=0.0875, lift=4.375), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.24137931034482757, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'bangalore', 'female'}), confidence=0.24137931034482757, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female'}), items_add=frozenset({'a', 'sports_and_travel', 'member'}), confidence=0.11864406779661017, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'sports_and_travel'}), confidence=0.125, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', 'member'}), confidence=0.35, lift=4.375), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'member'}), items_add=frozenset({'cash', 'a', 'sports_and_travel'}), confidence=0.0875, lift=4.375), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.24137931034482757, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'a', 'female'}), confidence=0.24137931034482757, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'member'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.20588235294117646, lift=3.489531405782652), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel', 'member'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.875, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.38888888888888895, lift=3.535353535353536), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'member'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.20588235294117646, lift=3.489531405782652), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'a', 'member'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.875, lift=5.434782608695652), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.38888888888888895, lift=3.535353535353536)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'female', 'a', 'sports_and_travel', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel', 'normal'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'female', 'normal'}), confidence=0.08474576271186442, lift=3.3898305084745766), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'female', 'sports_and_travel', 'normal'}), confidence=0.045454545454545456, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'female', 'normal'}), confidence=0.08474576271186442, lift=3.3898305084745766), OrderedStatistic(items_base=frozenset({'a', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel'}), confidence=0.0925925925925926, lift=3.1928480204342273), OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.17241379310344826, lift=3.192848020434227), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'sports_and_travel'}), confidence=0.0925925925925926, lift=3.1928480204342273), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.25, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'cash', 'a', 'sports_and_travel'}), confidence=0.06172839506172839, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.17241379310344826, lift=3.192848020434227), OrderedStatistic(items_base=frozenset({'a', 'female', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.19999999999999998, lift=3.389830508474576), OrderedStatistic(items_base=frozenset({'a', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.4545454545454546, lift=4.132231404958678), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.19999999999999998, lift=3.389830508474576), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.4545454545454546, lift=4.132231404958678)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'health_and_beauty', 'member', 'a'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'male', 'member'}), confidence=0.045454545454545456, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'cash', 'bangalore', 'male', 'member'}), confidence=0.10638297872340426, lift=4.835589941972921), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'male', 'health_and_beauty'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'health_and_beauty', 'male', 'a', 'member'}), confidence=0.045454545454545456, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'cash', 'male', 'a', 'member'}), confidence=0.10638297872340426, lift=4.835589941972921), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'a'}), confidence=0.029940119760479042, lift=3.7425149700598803), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'cash'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.29411764705882354, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'member'}), confidence=0.09803921568627452, lift=4.456327985739751), OrderedStatistic(items_base=frozenset({'a', 'cash', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'male'}), confidence=0.08928571428571429, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male'}), items_add=frozenset({'cash', 'bangalore', 'member'}), confidence=0.19230769230769232, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'member'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.2272727272727273, lift=4.456327985739751), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'cash', 'bangalore', 'health_and_beauty'}), confidence=0.0574712643678161, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'health_and_beauty'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.29411764705882354, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'health_and_beauty', 'a', 'member'}), confidence=0.09803921568627452, lift=4.456327985739751), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'health_and_beauty', 'male', 'a'}), confidence=0.08928571428571429, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.19230769230769232, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'member'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.2272727272727273, lift=4.456327985739751), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'a'}), confidence=0.0574712643678161, lift=3.380662609871535), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male', 'cash'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'member'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.2272727272727273, lift=4.835589941972921), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male', 'member'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'health_and_beauty'}), items_add=frozenset({'a', 'member'}), confidence=0.625, lift=3.74251497005988), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'member'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.2272727272727273, lift=4.835589941972921), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'male', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.5, lift=4.545454545454546)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'home_and_lifestyle', 'member', 'a'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member'}), confidence=0.07272727272727272, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'bangalore', 'male', 'member'}), confidence=0.12307692307692307, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.0446927374301676, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'cash', 'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.04790419161676646, lift=3.6849378166743434), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle', 'member'}), confidence=0.07272727272727272, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'male', 'a', 'member'}), confidence=0.12307692307692307, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle', 'member'}), confidence=0.0446927374301676, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'cash', 'male', 'a', 'home_and_lifestyle'}), confidence=0.04790419161676646, lift=3.6849378166743434), OrderedStatistic(items_base=frozenset({'a', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.3333333333333333, lift=3.8314176245210727), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), confidence=0.15686274509803924, 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OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'home_and_lifestyle', 'member'}), confidence=0.15686274509803924, lift=4.61361014994233), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.14285714285714285, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'a', 'member'}), confidence=0.24242424242424243, lift=4.329004329004329), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.23529411764705882, lift=4.61361014994233), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'cash', 'a', 'home_and_lifestyle'}), confidence=0.09195402298850576, lift=3.831417624521073), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 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confidence=0.5714285714285714, lift=3.192338387869114), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.36363636363636365, lift=5.594405594405594), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'a'}), confidence=0.4444444444444445, lift=4.040404040404041)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'home_and_lifestyle', 'a', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'normal'}), confidence=0.045454545454545456, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle', 'normal'}), confidence=0.045454545454545456, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.09803921568627452, lift=3.162555344718533), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.16129032258064516, lift=3.1625553447185326), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal'}), confidence=0.09803921568627452, lift=3.162555344718533), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.16129032258064516, lift=3.1625553447185326), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.33333333333333337, lift=3.0303030303030307)])
RelationRecord(items=frozenset({'bangalore', 'cash', 'male', 'a', 'sports_and_travel', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'cash'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel', 'normal'}), confidence=0.06363636363636364, lift=3.3492822966507183), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel', 'normal'}), confidence=0.03910614525139665, lift=3.258845437616387), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male', 'sports_and_travel'}), confidence=0.04046242774566474, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'male', 'normal'}), confidence=0.11864406779661017, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'cash', 'bangalore'}), items_add=frozenset({'a', 'male', 'sports_and_travel', 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OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.35, lift=3.8043478260869565), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'sports_and_travel'}), confidence=0.07608695652173914, lift=3.8043478260869565), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel'}), items_add=frozenset({'cash', 'bangalore', 'normal'}), confidence=0.23333333333333334, lift=4.320987654320988), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'bangalore', 'male'}), confidence=0.23333333333333334, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male'}), items_add=frozenset({'a', 'sports_and_travel', 'normal'}), confidence=0.13725490196078433, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male', 'sports_and_travel'}), confidence=0.12962962962962962, lift=4.320987654320987), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.35, lift=3.8043478260869565), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'cash', 'a', 'sports_and_travel'}), confidence=0.07608695652173914, lift=3.8043478260869565), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel'}), items_add=frozenset({'cash', 'a', 'normal'}), confidence=0.23333333333333334, lift=4.320987654320988), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'male', 'a'}), confidence=0.23333333333333334, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.24137931034482757, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'a', 'male', 'cash', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.875, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'a', 'cash', 'sports_and_travel', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5833333333333334, lift=3.2588454376163876), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'bangalore'}), confidence=0.368421052631579, lift=3.349282296650718), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'normal'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.24137931034482757, lift=4.091174751607247), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'male', 'sports_and_travel'}), items_add=frozenset({'a', 'normal'}), confidence=0.875, lift=5.057803468208093), OrderedStatistic(items_base=frozenset({'cash', 'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.5833333333333334, lift=3.2588454376163876), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'a'}), confidence=0.368421052631579, lift=3.349282296650718)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'credit_card', 'female', 'a', 'normal'}), support=0.01, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'female', 'electronic_accessories', 'normal'}), confidence=0.09615384615384616, lift=6.009615384615385), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'female', 'normal'}), confidence=0.16666666666666669, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'credit_card', 'electronic_accessories', 'normal'}), confidence=0.062111801242236024, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'credit_card', 'female', 'electronic_accessories'}), confidence=0.05780346820809249, lift=4.8169556840077075), OrderedStatistic(items_base=frozenset({'bangalore', 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OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.47619047619047616, lift=5.878894767783656), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female'}), items_add=frozenset({'a', 'electronic_accessories', 'normal'}), confidence=0.2127659574468085, lift=7.336757153338224), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'normal'}), items_add=frozenset({'a', 'female', 'electronic_accessories'}), confidence=0.18181818181818182, lift=6.4935064935064934), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories'}), items_add=frozenset({'a', 'credit_card', 'normal'}), confidence=0.35714285714285715, lift=6.4935064935064934), OrderedStatistic(items_base=frozenset({'bangalore', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', 'credit_card', 'female'}), confidence=0.3448275862068965, lift=7.336757153338223), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'credit_card', 'electronic_accessories'}), confidence=0.12345679012345678, lift=5.878894767783656), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.8333333333333334, lift=4.8169556840077075), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'electronic_accessories', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.8333333333333334, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'a', 'credit_card', 'female', 'normal'}), items_add=frozenset({'bangalore', 'electronic_accessories'}), confidence=0.3703703703703704, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'a', 'female', 'electronic_accessories', 'normal'}), items_add=frozenset({'bangalore', 'credit_card'}), confidence=0.625, lift=6.009615384615385), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female', 'electronic_accessories'}), items_add=frozenset({'a', 'normal'}), confidence=0.8333333333333334, lift=4.8169556840077075), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', 'female'}), confidence=0.8333333333333334, lift=5.175983436853002), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female', 'normal'}), items_add=frozenset({'a', 'electronic_accessories'}), confidence=0.3703703703703704, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'electronic_accessories', 'normal'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.625, lift=6.009615384615385)])
RelationRecord(items=frozenset({'bangalore', 'electronic_accessories', 'credit_card', 'male', 'member', 'a'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'credit_card'}), items_add=frozenset({'bangalore', 'male', 'electronic_accessories', 'member'}), confidence=0.06730769230769232, lift=3.5425101214574903), OrderedStatistic(items_base=frozenset({'a', 'electronic_accessories'}), items_add=frozenset({'bangalore', 'credit_card', 'male', 'member'}), confidence=0.11666666666666667, lift=4.022988505747127), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'credit_card', 'electronic_accessories', 'member'}), confidence=0.03910614525139665, lift=4.345127250155183), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'credit_card', 'male', 'electronic_accessories'}), confidence=0.041916167664670656, lift=4.657351962741185), OrderedStatistic(items_base=frozenset({'bangalore', 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OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'female', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.25, lift=3.846153846153846), OrderedStatistic(items_base=frozenset({'bangalore', 'credit_card', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.625, lift=3.8819875776397517), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'credit_card'}), confidence=0.3125, lift=3.0048076923076925)])
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RelationRecord(items=frozenset({'fashion_accessories', 'bangalore', 'male', 'member', 'a', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'member'}), confidence=0.047619047619047616, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'member'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male', 'debit_card'}), confidence=0.03592814371257485, lift=3.592814371257485), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'male', 'a', 'member'}), confidence=0.047619047619047616, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore'}), items_add=frozenset({'a', 'male', 'debit_card', 'member'}), confidence=0.11764705882352942, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'fashion_accessories', 'male', 'a', 'debit_card'}), confidence=0.03592814371257485, lift=3.592814371257485), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.2857142857142857, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'member'}), confidence=0.08450704225352114, lift=3.8412291933418703), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'male'}), confidence=0.0967741935483871, lift=4.207573632538569), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.2608695652173913, lift=4.207573632538569), OrderedStatistic(items_base=frozenset({'a', 'fashion_accessories', 'member'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.27272727272727276, lift=3.8412291933418703), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore', 'debit_card'}), confidence=0.06896551724137932, lift=3.2840722495894914), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.2857142857142857, lift=3.284072249589491), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'fashion_accessories', 'a', 'member'}), confidence=0.08450704225352114, lift=3.8412291933418703), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'male', 'a'}), confidence=0.0967741935483871, lift=4.207573632538569), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.2608695652173913, lift=4.207573632538569), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.27272727272727276, lift=3.8412291933418703), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'fashion_accessories', 'a', 'debit_card'}), confidence=0.06896551724137932, lift=3.2840722495894914), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'fashion_accessories'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.6, lift=3.5928143712574845), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'bangalore'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'a', 'male', 'fashion_accessories', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.6, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'member'}), confidence=0.6, lift=3.5928143712574845), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'member'}), items_add=frozenset({'fashion_accessories', 'a'}), confidence=0.16666666666666669, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.6, lift=4.761904761904762)])
RelationRecord(items=frozenset({'bangalore', 'female', 'food_and_beverages', 'a', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'normal', 'food_and_beverages'}), confidence=0.047619047619047616, lift=3.663003663003663), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'normal', 'debit_card', 'food_and_beverages'}), confidence=0.037267080745341616, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), confidence=0.10344827586206896, lift=3.56718192627824), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'food_and_beverages'}), confidence=0.034682080924855495, lift=4.954582989265071), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), 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items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.31578947368421056, lift=3.8986354775828462), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'female', 'food_and_beverages'}), confidence=0.09375, lift=4.076086956521739), OrderedStatistic(items_base=frozenset({'a', 'female', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.2608695652173913, lift=4.076086956521739), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), confidence=0.07407407407407407, lift=3.898635477582846), OrderedStatistic(items_base=frozenset({'a', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.20689655172413793, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', 'normal', 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confidence=0.20689655172413793, lift=3.761755485893417), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.8571428571428571, lift=4.95458298926507), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.20689655172413793, lift=3.56718192627824), OrderedStatistic(items_base=frozenset({'a', 'normal', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.46153846153846156, lift=3.6630036630036633), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'normal'}), confidence=0.8571428571428571, lift=4.95458298926507), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.20689655172413793, lift=3.56718192627824), OrderedStatistic(items_base=frozenset({'bangalore', 'normal', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'female'}), confidence=0.5454545454545455, lift=3.3879164313946926), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.46153846153846156, lift=3.6630036630036633)])
RelationRecord(items=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'a', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'normal'}), confidence=0.06349206349206349, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal', 'debit_card'}), confidence=0.049689440993788817, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), confidence=0.12307692307692307, lift=4.244031830238726), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'debit_card'}), confidence=0.04624277456647399, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle', 'normal'}), confidence=0.06349206349206349, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal', 'debit_card'}), confidence=0.049689440993788817, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', 'debit_card', 'normal'}), confidence=0.12307692307692307, lift=4.244031830238726), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle', 'debit_card'}), confidence=0.04624277456647399, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), confidence=0.14545454545454545, lift=4.6920821114369495), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'normal'}), confidence=0.3076923076923077, lift=3.798670465337132), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), confidence=0.125, lift=3.90625), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'a', 'female', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'debit_card'}), confidence=0.09876543209876543, lift=3.798670465337132), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', 'female', 'debit_card'}), confidence=0.25806451612903225, lift=4.69208211143695), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card'}), items_add=frozenset({'a', 'home_and_lifestyle', 'normal'}), confidence=0.14545454545454545, lift=4.6920821114369495), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female', 'normal'}), confidence=0.3076923076923077, lift=3.798670465337132), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'female', 'home_and_lifestyle'}), confidence=0.125, lift=3.90625), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), confidence=0.09876543209876543, lift=3.798670465337132), OrderedStatistic(items_base=frozenset({'bangalore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', 'female', 'debit_card'}), confidence=0.25806451612903225, lift=4.69208211143695), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6153846153846154, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'home_and_lifestyle'}), confidence=0.27586206896551724, lift=4.244031830238726), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'female'}), confidence=0.5714285714285714, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'a', 'female', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.5, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'normal'}), confidence=0.6153846153846154, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'normal'}), items_add=frozenset({'a', 'home_and_lifestyle'}), confidence=0.27586206896551724, lift=4.244031830238726), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal', 'home_and_lifestyle'}), items_add=frozenset({'a', 'female'}), confidence=0.5714285714285714, lift=3.54924578527063), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.5, lift=3.9682539682539684)])
RelationRecord(items=frozenset({'bangalore', 'sports_and_travel', 'female', 'member', 'a', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel', 'member'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'a', 'female'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'debit_card', 'member'}), confidence=0.043478260869565216, lift=3.623188405797101), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'female', 'sports_and_travel', 'debit_card'}), confidence=0.041916167664670656, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'female', 'debit_card', 'member'}), confidence=0.11864406779661017, lift=4.5632333767927), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'female', 'sports_and_travel', 'member'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', 'female'}), items_add=frozenset({'a', 'debit_card', 'sports_and_travel', 'member'}), confidence=0.043478260869565216, lift=3.623188405797101), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'female', 'sports_and_travel', 'debit_card'}), confidence=0.041916167664670656, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'female', 'debit_card', 'member'}), confidence=0.11864406779661017, lift=4.5632333767927), OrderedStatistic(items_base=frozenset({'a', 'female', 'debit_card'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'member'}), confidence=0.1272727272727273, lift=4.3887147335423204), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), 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lift=4.5632333767927), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'member'}), confidence=0.7, lift=4.191616766467066), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'sports_and_travel', 'member'}), items_add=frozenset({'a', 'female'}), confidence=0.5833333333333334, lift=3.6231884057971016), OrderedStatistic(items_base=frozenset({'bangalore', 'female', 'sports_and_travel', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642)])
RelationRecord(items=frozenset({'bangalore', 'male', 'food_and_beverages', 'member', 'a', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'member'}), confidence=0.12068965517241378, lift=3.3524904214559386), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'debit_card', 'food_and_beverages', 'member'}), confidence=0.03910614525139665, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'food_and_beverages'}), confidence=0.041916167664670656, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages'}), items_add=frozenset({'a', 'male', 'debit_card', 'member'}), confidence=0.12068965517241378, lift=3.3524904214559386), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'food_and_beverages', 'member'}), confidence=0.03910614525139665, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'debit_card', 'food_and_beverages'}), confidence=0.041916167664670656, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.368421052631579, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'food_and_beverages', 'member'}), confidence=0.09859154929577466, lift=3.3997085964060223), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'male', 'food_and_beverages'}), confidence=0.11290322580645161, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'a', 'male', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'a', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.24137931034482757, lift=3.3997085964060223), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), confidence=0.08045977011494254, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.368421052631579, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'food_and_beverages', 'member'}), confidence=0.09859154929577466, lift=3.3997085964060223), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'male', 'food_and_beverages'}), confidence=0.11290322580645161, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'food_and_beverages'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'bangalore', 'food_and_beverages', 'member'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.24137931034482757, lift=3.3997085964060223), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'debit_card', 'food_and_beverages'}), confidence=0.08045977011494254, lift=4.2347247428917125), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'food_and_beverages', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.875, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'food_and_beverages'}), confidence=0.19444444444444448, lift=3.352490421455939), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'a', 'member'}), confidence=0.5833333333333334, lift=3.493013972055888), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'food_and_beverages', 'member'}), items_add=frozenset({'a', 'male'}), confidence=0.875, lift=4.888268156424581), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'member'}), items_add=frozenset({'a', 'food_and_beverages'}), confidence=0.19444444444444448, lift=3.352490421455939)])
RelationRecord(items=frozenset({'bangalore', 'male', 'health_and_beauty', 'a', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), confidence=0.1276595744680851, lift=3.6474164133738594), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'debit_card', 'normal'}), confidence=0.0335195530726257, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'male', 'debit_card'}), confidence=0.034682080924855495, lift=3.4682080924855496), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore'}), items_add=frozenset({'a', 'male', 'debit_card', 'normal'}), confidence=0.1276595744680851, lift=3.6474164133738594), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'health_and_beauty', 'a', 'debit_card', 'normal'}), confidence=0.0335195530726257, lift=3.7243947858473), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'a', 'debit_card'}), confidence=0.034682080924855495, lift=3.4682080924855496), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.375, lift=4.076086956521739), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'normal'}), confidence=0.08450704225352114, lift=3.3802816901408455), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'male'}), confidence=0.09375, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.23076923076923078, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'normal'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.24, lift=3.3802816901408455), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore', 'debit_card'}), confidence=0.06521739130434782, lift=4.076086956521739), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.375, lift=4.076086956521739), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'a', 'normal'}), confidence=0.08450704225352114, lift=3.3802816901408455), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'a'}), confidence=0.09375, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.23076923076923078, lift=3.605769230769231), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'normal'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.24, lift=3.3802816901408455), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'health_and_beauty', 'a', 'debit_card'}), confidence=0.06521739130434782, lift=4.076086956521739), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'a', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.6666666666666667, lift=3.7243947858473003), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'bangalore'}), confidence=0.1714285714285714, lift=3.64741641337386), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'normal'}), confidence=0.6, lift=3.468208092485549), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.6666666666666667, lift=3.7243947858473003), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'a'}), confidence=0.1714285714285714, lift=3.64741641337386)])
RelationRecord(items=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member', 'a', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'debit_card', 'member'}), confidence=0.03910614525139665, lift=3.258845437616387), OrderedStatistic(items_base=frozenset({'a', 'member'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'debit_card'}), confidence=0.041916167664670656, lift=3.2243205895900506), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle', 'member'}), confidence=0.05555555555555556, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'debit_card', 'home_and_lifestyle', 'member'}), confidence=0.03910614525139665, lift=3.258845437616387), OrderedStatistic(items_base=frozenset({'bangalore', 'member'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle', 'debit_card'}), confidence=0.041916167664670656, lift=3.2243205895900506), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'member'}), confidence=0.2692307692307693, lift=3.0946065428824054), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), confidence=0.11290322580645161, lift=3.4213098729227758), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle'}), items_add=frozenset({'bangalore', 'debit_card', 'member'}), confidence=0.21212121212121213, lift=3.421309872922776), OrderedStatistic(items_base=frozenset({'a', 'male', 'member'}), items_add=frozenset({'bangalore', 'home_and_lifestyle', 'debit_card'}), confidence=0.08045977011494254, lift=3.0946065428824054), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male', 'member'}), confidence=0.2692307692307693, lift=3.0946065428824054), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle'}), confidence=0.11290322580645161, lift=3.4213098729227758), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle'}), items_add=frozenset({'a', 'debit_card', 'member'}), confidence=0.21212121212121213, lift=3.421309872922776), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'member'}), items_add=frozenset({'a', 'home_and_lifestyle', 'debit_card'}), confidence=0.08045977011494254, lift=3.0946065428824054), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'member'}), confidence=0.5384615384615385, lift=3.224320589590051), OrderedStatistic(items_base=frozenset({'a', 'home_and_lifestyle', 'debit_card', 'member'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.5833333333333334, lift=3.2588454376163876), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'home_and_lifestyle'}), items_add=frozenset({'a', 'member'}), confidence=0.5384615384615385, lift=3.224320589590051), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'member', 'home_and_lifestyle'}), items_add=frozenset({'a', 'male'}), confidence=0.5833333333333334, lift=3.2588454376163876), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.38888888888888895, lift=3.08641975308642)])
RelationRecord(items=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'a', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'normal'}), confidence=0.047619047619047616, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'home_and_lifestyle', 'normal'}), confidence=0.047619047619047616, lift=3.1746031746031744), OrderedStatistic(items_base=frozenset({'a', 'male', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4, lift=3.174603174603175), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4, lift=3.174603174603175)])
RelationRecord(items=frozenset({'bangalore', 'sports_and_travel', 'male', 'member', 'a', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel', 'member'}), confidence=0.03968253968253968, lift=3.6075036075036073), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'sports_and_travel', 'member'}), confidence=0.03968253968253968, lift=3.6075036075036073), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel', 'member'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4545454545454546, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel', 'member'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4545454545454546, lift=3.6075036075036078)])
RelationRecord(items=frozenset({'bangalore', 'sports_and_travel', 'male', 'a', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'a', 'debit_card'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel', 'normal'}), confidence=0.06349206349206349, lift=3.341687552213868), OrderedStatistic(items_base=frozenset({'a', 'male'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'normal', 'debit_card'}), confidence=0.0446927374301676, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'a', 'normal'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel', 'debit_card'}), confidence=0.04624277456647399, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), confidence=0.13559322033898305, lift=3.8740920096852296), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card'}), items_add=frozenset({'a', 'male', 'sports_and_travel', 'normal'}), confidence=0.06349206349206349, lift=3.341687552213868), OrderedStatistic(items_base=frozenset({'bangalore', 'male'}), items_add=frozenset({'a', 'sports_and_travel', 'normal', 'debit_card'}), confidence=0.0446927374301676, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'bangalore', 'normal'}), items_add=frozenset({'a', 'male', 'sports_and_travel', 'debit_card'}), confidence=0.04624277456647399, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel'}), items_add=frozenset({'a', 'male', 'debit_card', 'normal'}), confidence=0.13559322033898305, lift=3.8740920096852296), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'normal'}), confidence=0.11267605633802819, lift=3.7558685446009394), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'male', 'sports_and_travel'}), confidence=0.125, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'male', 'normal'}), confidence=0.34782608695652173, lift=3.780718336483932), OrderedStatistic(items_base=frozenset({'a', 'male', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel', 'debit_card'}), confidence=0.08695652173913043, lift=3.780718336483932), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'debit_card', 'normal'}), confidence=0.26666666666666666, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'normal'}), items_add=frozenset({'bangalore', 'male', 'debit_card'}), confidence=0.26666666666666666, lift=3.7558685446009394), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card'}), items_add=frozenset({'a', 'sports_and_travel', 'normal'}), confidence=0.11267605633802819, lift=3.7558685446009394), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'normal'}), items_add=frozenset({'a', 'male', 'sports_and_travel'}), confidence=0.125, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'male', 'normal'}), confidence=0.34782608695652173, lift=3.780718336483932), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'normal'}), items_add=frozenset({'a', 'sports_and_travel', 'debit_card'}), confidence=0.08695652173913043, lift=3.780718336483932), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel'}), items_add=frozenset({'a', 'debit_card', 'normal'}), confidence=0.26666666666666666, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'normal'}), items_add=frozenset({'a', 'male', 'debit_card'}), confidence=0.26666666666666666, lift=3.7558685446009394), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'sports_and_travel'}), confidence=0.22857142857142856, lift=3.87409200968523), OrderedStatistic(items_base=frozenset({'a', 'male', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'bangalore', 'normal'}), confidence=0.6153846153846154, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'a', 'sports_and_travel', 'debit_card', 'normal'}), items_add=frozenset({'bangalore', 'male'}), confidence=0.7272727272727273, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'a', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'bangalore', 'debit_card'}), confidence=0.4210526315789474, lift=3.3416875522138683), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'normal'}), items_add=frozenset({'a', 'sports_and_travel'}), confidence=0.22857142857142856, lift=3.87409200968523), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'a', 'normal'}), confidence=0.6153846153846154, lift=3.5571365051133843), OrderedStatistic(items_base=frozenset({'bangalore', 'sports_and_travel', 'debit_card', 'normal'}), items_add=frozenset({'a', 'male'}), confidence=0.7272727272727273, lift=4.062976130015237), OrderedStatistic(items_base=frozenset({'bangalore', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'a', 'debit_card'}), confidence=0.4210526315789474, lift=3.3416875522138683)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'cash', 'female', 'b', 'member'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'mangalore', 'cash', 'female', 'member'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'electronic_accessories', 'cash', 'female', 'b', 'member'}), confidence=0.027108433734939756, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.08181818181818182, lift=5.844155844155844), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'member', 'mangalore'}), confidence=0.16363636363636364, lift=6.545454545454545), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.05555555555555555, lift=4.273504273504273), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'female', 'electronic_accessories', 'mangalore'}), confidence=0.054545454545454536, lift=4.195804195804195), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories', 'member'}), confidence=0.08181818181818182, lift=5.844155844155844), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'member'}), confidence=0.16363636363636364, lift=6.545454545454545), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories', 'member'}), confidence=0.05555555555555555, lift=4.273504273504273), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'electronic_accessories'}), confidence=0.054545454545454536, lift=4.195804195804195), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.37499999999999994, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'electronic_accessories', 'member', 'mangalore'}), confidence=0.16981132075471697, lift=6.289308176100628), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.16981132075471697, lift=6.064690026954177), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.3214285714285714, lift=6.064690026954177), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.3333333333333333, lift=6.289308176100628), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'cash', 'electronic_accessories', 'mangalore'}), confidence=0.10588235294117646, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.37499999999999994, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'member'}), confidence=0.16981132075471697, lift=6.289308176100628), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.16981132075471697, lift=6.064690026954177), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.3214285714285714, lift=6.064690026954177), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.3333333333333333, lift=6.289308176100628), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories'}), confidence=0.10588235294117646, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'electronic_accessories'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.6923076923076923, lift=4.195804195804196), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.6923076923076923, lift=4.273504273504273), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'member'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.35999999999999993, lift=6.545454545454544), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.6428571428571428, lift=5.844155844155844), OrderedStatistic(items_base=frozenset({'cash', 'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.6923076923076923, lift=4.195804195804196), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.6923076923076923, lift=4.273504273504273), OrderedStatistic(items_base=frozenset({'cash', 'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.35999999999999993, lift=6.545454545454544), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.6428571428571428, lift=5.844155844155844), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'cash', 'female', 'b', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore', 'cash', 'female', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'cash', 'male', 'b', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'mangalore', 'cash', 'male', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'electronic_accessories', 'cash', 'male', 'b', 'normal'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.06363636363636364, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'normal', 'mangalore'}), confidence=0.1272727272727273, lift=4.3887147335423204), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.041176470588235294, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'male', 'electronic_accessories', 'mangalore'}), confidence=0.041916167664670656, lift=3.8105606967882415), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'electronic_accessories', 'normal'}), confidence=0.06363636363636364, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'normal'}), confidence=0.1272727272727273, lift=4.3887147335423204), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories', 'normal'}), confidence=0.041176470588235294, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'electronic_accessories'}), confidence=0.041916167664670656, lift=3.8105606967882415), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.2916666666666667, lift=3.240740740740741), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'electronic_accessories', 'normal', 'mangalore'}), confidence=0.12280701754385964, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'male', 'electronic_accessories', 'mangalore'}), confidence=0.12280701754385964, lift=4.548408057179987), OrderedStatistic(items_base=frozenset({'b', 'male', 'electronic_accessories'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.25925925925925924, lift=4.548408057179986), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'cash', 'electronic_accessories', 'mangalore'}), confidence=0.07777777777777778, lift=3.240740740740741), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.2916666666666667, lift=3.240740740740741), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'normal'}), confidence=0.12280701754385964, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'electronic_accessories'}), confidence=0.12280701754385964, lift=4.548408057179987), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.25925925925925924, lift=4.548408057179986), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b', 'electronic_accessories'}), confidence=0.07777777777777778, lift=3.240740740740741), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'electronic_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6363636363636365, lift=3.810560696788242), OrderedStatistic(items_base=frozenset({'b', 'cash', 'electronic_accessories', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6363636363636365, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'normal'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.24137931034482757, lift=4.38871473354232), OrderedStatistic(items_base=frozenset({'b', 'male', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'male', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6363636363636365, lift=3.810560696788242), OrderedStatistic(items_base=frozenset({'cash', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6363636363636365, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'cash', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.24137931034482757, lift=4.38871473354232), OrderedStatistic(items_base=frozenset({'male', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'cash', 'male', 'b', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore', 'cash', 'male', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'fashion_accessories', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'female', 'fashion_accessories', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'fashion_accessories', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'female', 'normal', 'mangalore'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'cash', 'female', 'normal', 'mangalore'}), confidence=0.12903225806451613, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'normal', 'fashion_accessories', 'mangalore'}), confidence=0.04938271604938271, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'female', 'fashion_accessories', 'mangalore'}), confidence=0.04790419161676646, lift=3.992015968063872), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal', 'fashion_accessories'}), confidence=0.07272727272727272, lift=4.27807486631016), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'normal'}), confidence=0.12903225806451613, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'normal', 'b', 'fashion_accessories'}), confidence=0.04938271604938271, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'fashion_accessories'}), 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OrderedStatistic(items_base=frozenset({'fashion_accessories', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.26666666666666666, lift=5.031446540880503), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b', 'fashion_accessories'}), confidence=0.1038961038961039, lift=4.722550177095632), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'fashion_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666666, lift=3.9920159680638716), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal', 'fashion_accessories'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.7272727272727273, lift=4.489337822671156), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'normal'}), items_add=frozenset({'fashion_accessories', 'mangalore'}), confidence=0.2857142857142857, lift=4.608294930875576), OrderedStatistic(items_base=frozenset({'b', 'female', 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items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'female', 'fashion_accessories', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'member', 'fashion_accessories'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'member', 'fashion_accessories'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member', 'fashion_accessories'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'fashion_accessories', 'male', 'member', 'mangalore'}), confidence=0.06363636363636364, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'b', 'fashion_accessories'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.11290322580645161, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'fashion_accessories', 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OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'cash', 'fashion_accessories', 'mangalore'}), confidence=0.0875, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'cash', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.31818181818181823, lift=3.977272727272728), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories', 'member'}), confidence=0.12280701754385964, lift=3.837719298245614), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', 'fashion_accessories'}), confidence=0.1320754716981132, lift=4.554326610279766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.24137931034482757, lift=4.554326610279766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'member', 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OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7, lift=4.242424242424242), OrderedStatistic(items_base=frozenset({'cash', 'member', 'fashion_accessories', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6363636363636365, lift=3.7433155080213907), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'fashion_accessories'}), confidence=0.25, lift=4.032258064516129), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4375, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'cash', 'male', 'b', 'member', 'fashion_accessories'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', 'member', 'fashion_accessories'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'health_and_beauty', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'female', 'health_and_beauty', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'health_and_beauty', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'health_and_beauty', 'female', 'normal', 'mangalore'}), confidence=0.05454545454545455, lift=4.195804195804197), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'health_and_beauty', 'normal', 'mangalore'}), confidence=0.037037037037037035, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'cash', 'female', 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lift=5.132591958939264), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.11320754716981132, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.3529411764705882, lift=4.583651642475171), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'health_and_beauty', 'female', 'mangalore'}), confidence=0.10526315789473684, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.3, lift=5.263157894736842), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'cash', 'health_and_beauty', 'mangalore'}), confidence=0.07792207792207792, lift=4.583651642475171), OrderedStatistic(items_base=frozenset({'b', 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lift=4.195804195804196), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'female', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.8571428571428571, lift=5.132591958939264), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.21428571428571427, lift=4.0431266846361185), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5454545454545455, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.46153846153846156, lift=4.195804195804196), OrderedStatistic(items_base=frozenset({'cash', 'female', 'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'female', 'health_and_beauty', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'member', 'sports_and_travel'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'female', 'member', 'sports_and_travel'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'member', 'sports_and_travel'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'cash', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.037037037037037035, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'mangalore'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'female', 'member', 'mangalore'}), confidence=0.0967741935483871, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel', 'member'}), confidence=0.05454545454545455, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b', 'member'}), confidence=0.037037037037037035, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'b'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'member'}), confidence=0.0967741935483871, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.11320754716981132, lift=3.7735849056603774), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.11320754716981132, lift=3.7735849056603774), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.2, lift=3.773584905660378), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.2, lift=3.773584905660378), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.11320754716981132, lift=3.7735849056603774), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.11320754716981132, lift=3.7735849056603774), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.2, lift=3.773584905660378), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.2, lift=3.773584905660378), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.24, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'sports_and_travel'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.24, lift=3.8709677419354835), OrderedStatistic(items_base=frozenset({'cash', 'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.5, lift=3.0864197530864197), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.33333333333333337, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'cash', 'female', 'b', 'member', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'female', 'member', 'sports_and_travel'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'female', 'b', 'sports_and_travel', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'female', 'sports_and_travel', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'sports_and_travel', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'female', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.05454545454545455, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'female', 'normal', 'mangalore'}), confidence=0.0967741935483871, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel', 'normal'}), confidence=0.05454545454545455, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b', 'normal'}), confidence=0.0967741935483871, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.11320754716981132, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'female', 'mangalore'}), confidence=0.1875, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.11320754716981132, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'female', 'b'}), confidence=0.1875, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'b', 'female', 'cash', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.21428571428571427, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.21428571428571427, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'female', 'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'member', 'health_and_beauty'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'member', 'health_and_beauty'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member', 'health_and_beauty'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.09433962264150944, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'health_and_beauty', 'member', 'mangalore'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'mangalore'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.09433962264150944, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b', 'member'}), confidence=0.029411764705882353, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'b'}), confidence=0.030303030303030304, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.29411764705882354, lift=3.6764705882352944), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.08771929824561403, lift=3.3738191632928474), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.19230769230769232, lift=3.3738191632928474), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'mangalore'}), confidence=0.0625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.29411764705882354, lift=3.6764705882352944), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'member'}), confidence=0.08771929824561403, lift=3.3738191632928474), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.19230769230769232, lift=3.3738191632928474), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b'}), confidence=0.0625, lift=3.676470588235294), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'cash'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.17857142857142858, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'male', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.8333333333333334, lift=4.901960784313725), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.17857142857142858, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'cash', 'male', 'b', 'member', 'health_and_beauty'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', 'member', 'health_and_beauty'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'health_and_beauty', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'health_and_beauty', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'health_and_beauty', 'normal'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'health_and_beauty', 'male', 'normal', 'mangalore'}), confidence=0.045454545454545456, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'cash', 'male', 'normal', 'mangalore'}), confidence=0.09433962264150944, lift=3.2530904359141184), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', 'normal'}), confidence=0.045454545454545456, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'normal'}), confidence=0.09433962264150944, lift=3.2530904359141184), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'cash'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.08771929824561403, lift=3.248862897985705), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.1851851851851852, lift=3.2488628979857053), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'cash', 'health_and_beauty', 'mangalore'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.29411764705882354, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'normal'}), confidence=0.08771929824561403, lift=3.248862897985705), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.1851851851851852, lift=3.2488628979857053), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'health_and_beauty', 'b'}), confidence=0.05555555555555556, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'normal'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.17241379310344826, lift=3.2530904359141184), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.35714285714285715, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'cash', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.17241379310344826, lift=3.2530904359141184), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.35714285714285715, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'cash', 'male', 'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', 'health_and_beauty', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'home_and_lifestyle', 'member'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'home_and_lifestyle', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'home_and_lifestyle', 'member'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.045454545454545456, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'cash', 'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle', 'member'}), confidence=0.045454545454545456, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.09999999999999999, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'b', 'member'}), confidence=0.029411764705882353, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'cash', 'male', 'home_and_lifestyle', 'b'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.38461538461538464, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.08771929824561403, lift=4.177109440267334), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.09433962264150944, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.17857142857142858, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.23809523809523808, lift=4.177109440267334), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), confidence=0.0625, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.38461538461538464, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'member'}), confidence=0.08771929824561403, lift=4.177109440267334), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle'}), confidence=0.09433962264150944, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.17857142857142858, lift=3.369272237196766), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.23809523809523808, lift=4.177109440267334), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'b'}), confidence=0.0625, lift=4.8076923076923075), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'home_and_lifestyle'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', 'cash', 'home_and_lifestyle', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'member'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.17857142857142858, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5555555555555556, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'cash', 'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7142857142857143, lift=4.201680672268908), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.17857142857142858, lift=3.571428571428571), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5555555555555556, lift=5.050505050505051), OrderedStatistic(items_base=frozenset({'cash', 'male', 'b', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', 'home_and_lifestyle', 'member'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'member', 'sports_and_travel'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'member', 'sports_and_travel'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member', 'sports_and_travel'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.05454545454545455, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'male', 'member', 'mangalore'}), confidence=0.0967741935483871, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'member'}), confidence=0.05454545454545455, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'member'}), confidence=0.0967741935483871, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'b', 'cash', 'member'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.11320754716981132, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'cash', 'member', 'mangalore'}), confidence=0.1875, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.10526315789473684, lift=3.508771929824561), OrderedStatistic(items_base=frozenset({'cash', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.11320754716981132, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b', 'member'}), confidence=0.1875, lift=3.5377358490566038), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.2, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.21428571428571427, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', 'member'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.21428571428571427, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.5, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'cash', 'male', 'b', 'member', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', 'member', 'sports_and_travel'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'cash', 'male', 'b', 'sports_and_travel', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'cash', 'male', 'sports_and_travel', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'sports_and_travel', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'cash'}), items_add=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.07272727272727272, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'cash', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'cash', 'male', 'sports_and_travel', 'mangalore'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'cash', 'male', 'normal', 'mangalore'}), confidence=0.12903225806451613, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'cash', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), confidence=0.07272727272727272, lift=3.6363636363636362), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b', 'normal'}), confidence=0.047058823529411764, lift=3.361344537815126), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'sports_and_travel', 'b'}), confidence=0.04790419161676646, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b', 'normal'}), confidence=0.12903225806451613, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.14035087719298245, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'cash', 'normal'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.14035087719298245, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.3076923076923077, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'cash', 'sports_and_travel', 'mangalore'}), confidence=0.08888888888888889, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'cash', 'normal', 'mangalore'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'male', 'mangalore'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.14035087719298245, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.14035087719298245, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.3076923076923077, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'sports_and_travel', 'b'}), confidence=0.08888888888888889, lift=3.418803418803419), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'cash', 'b', 'normal'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'male', 'b'}), confidence=0.25, lift=4.385964912280701), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.27586206896551724, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'b', 'male', 'cash', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'b', 'cash', 'sports_and_travel', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'mangalore'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'cash', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.27586206896551724, lift=4.4493882091212456), OrderedStatistic(items_base=frozenset({'cash', 'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.5714285714285714, lift=3.421727972626176), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5714285714285714, lift=3.3613445378151257), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'cash', 'b'}), confidence=0.4, lift=3.6363636363636367), OrderedStatistic(items_base=frozenset({'cash', 'male', 'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'cash', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'female', 'b', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'female', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'electronic_accessories', 'credit_card', 'female', 'b', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'female', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.05504587155963303, lift=3.9318479685452163), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'credit_card', 'female', 'normal', 'mangalore'}), confidence=0.1090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.037037037037037035, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'credit_card', 'female', 'electronic_accessories', 'mangalore'}), confidence=0.03592814371257485, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories', 'normal'}), confidence=0.05504587155963303, lift=3.9318479685452163), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'normal'}), confidence=0.1090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories', 'normal'}), confidence=0.037037037037037035, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female', 'electronic_accessories'}), confidence=0.03592814371257485, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories'}), items_add=frozenset({'female', 'normal', 'mangalore'}), confidence=0.4, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female'}), items_add=frozenset({'electronic_accessories', 'normal', 'mangalore'}), confidence=0.1016949152542373, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'female', 'electronic_accessories', 'mangalore'}), confidence=0.13043478260869565, lift=4.658385093167702), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.21428571428571427, lift=4.658385093167702), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'normal'}), items_add=frozenset({'credit_card', 'female', 'mangalore'}), confidence=0.21428571428571427, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'b', 'female', 'normal'}), items_add=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), confidence=0.07792207792207792, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'female', 'normal'}), confidence=0.4, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories', 'normal'}), confidence=0.1016949152542373, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female', 'electronic_accessories'}), confidence=0.13043478260869565, lift=4.658385093167702), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.21428571428571427, lift=4.658385093167702), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'female'}), confidence=0.21428571428571427, lift=3.6319612590799033), OrderedStatistic(items_base=frozenset({'female', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'electronic_accessories'}), confidence=0.07792207792207792, lift=5.194805194805195), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'electronic_accessories'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'electronic_accessories', 'normal'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.8571428571428571, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'female', 'normal'}), items_add=frozenset({'electronic_accessories', 'mangalore'}), confidence=0.25, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'b', 'female', 'electronic_accessories', 'normal'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.42857142857142855, lift=3.931847968545216), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'electronic_accessories', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.75, lift=4.491017964071856), OrderedStatistic(items_base=frozenset({'credit_card', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.8571428571428571, lift=5.29100529100529), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b', 'electronic_accessories'}), confidence=0.25, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'female', 'electronic_accessories', 'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.42857142857142855, lift=3.931847968545216), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'credit_card', 'female', 'b', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'female', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'male', 'b', 'member'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'mangalore', 'credit_card', 'male', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'electronic_accessories', 'credit_card', 'male', 'b', 'member'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', 'electronic_accessories', 'member', 'mangalore'}), confidence=0.05504587155963303, lift=4.234297812279464), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories'}), items_add=frozenset({'credit_card', 'male', 'member', 'mangalore'}), confidence=0.1090909090909091, lift=3.8961038961038965), OrderedStatistic(items_base=frozenset({'b', 'male'}), 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RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', 'food_and_beverages', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'credit_card', 'male', 'food_and_beverages', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'credit_card', 'male', 'b', 'food_and_beverages', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', 'normal', 'food_and_beverages', 'mangalore'}), confidence=0.05504587155963303, lift=5.504587155963303), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'male', 'normal', 'mangalore'}), confidence=0.12, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'credit_card', 'male', 'food_and_beverages', 'mangalore'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal', 'food_and_beverages'}), confidence=0.05504587155963303, lift=5.504587155963303), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'normal'}), confidence=0.12, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'food_and_beverages'}), confidence=0.03592814371257485, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'normal', 'food_and_beverages', 'mangalore'}), confidence=0.12, lift=5.7142857142857135), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'normal'}), items_add=frozenset({'male', 'food_and_beverages', 'mangalore'}), confidence=0.13043478260869565, lift=6.211180124223602), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'normal', 'mangalore'}), confidence=0.2857142857142857, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'b', 'normal', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.2857142857142857, lift=5.7142857142857135), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', 'normal', 'food_and_beverages'}), confidence=0.12, lift=5.7142857142857135), OrderedStatistic(items_base=frozenset({'credit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages'}), confidence=0.13043478260869565, lift=6.211180124223602), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'normal'}), confidence=0.2857142857142857, lift=6.211180124223603), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.2857142857142857, lift=5.7142857142857135), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'food_and_beverages'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'normal'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.27272727272727276, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal', 'food_and_beverages'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.6, lift=5.504587155963303), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.6666666666666667, lift=3.9920159680638725), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.27272727272727276, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'male', 'normal', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.6, lift=5.504587155963303), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'b', 'food_and_beverages', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'male', 'food_and_beverages', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4210526315789474, lift=3.8628681796233706), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7272727272727273, lift=4.40771349862259), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'credit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6666666666666666, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.2857142857142857, lift=5.390835579514825), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4210526315789474, lift=3.8628681796233706), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'b', 'member', 'health_and_beauty'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'male', 'member', 'health_and_beauty'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'credit_card', 'male', 'b', 'member', 'sports_and_travel'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'credit_card', 'male', 'member', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'credit_card', 'male', 'b', 'member', 'sports_and_travel'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'credit_card'}), items_add=frozenset({'male', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.045871559633027525, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'credit_card', 'male', 'sports_and_travel', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'credit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'member'}), confidence=0.045871559633027525, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male', 'sports_and_travel'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'sports_and_travel'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.2777777777777778, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), confidence=0.0625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'credit_card', 'male', 'mangalore'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'credit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.2777777777777778, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'sports_and_travel'}), confidence=0.0625, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card', 'male'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'credit_card', 'male', 'sports_and_travel'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', 'member'}), items_add=frozenset({'credit_card', 'mangalore'}), confidence=0.4166666666666667, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', 'credit_card'}), confidence=0.4166666666666667, lift=3.8226299694189603), OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'b', 'member', 'sports_and_travel'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'credit_card', 'male', 'member', 'sports_and_travel'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'mangalore', 'male', 'b', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'electronic_accessories', 'mangalore', 'male', 'debit_card', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'electronic_accessories', 'male', 'b', 'debit_card', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'normal', 'mangalore'}), confidence=0.03529411764705882, lift=3.5294117647058822), OrderedStatistic(items_base=frozenset({'b', 'normal'}), 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items_add=frozenset({'electronic_accessories', 'normal', 'mangalore'}), confidence=0.09523809523809523, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'male', 'electronic_accessories', 'mangalore'}), confidence=0.09375, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'male', 'electronic_accessories'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.22222222222222224, lift=3.4722222222222223), OrderedStatistic(items_base=frozenset({'b', 'electronic_accessories', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.21428571428571427, lift=3.401360544217687), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), confidence=0.06666666666666667, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'debit_card', 'electronic_accessories', 'mangalore'}), 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OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.46153846153846156, lift=4.084411164057182), OrderedStatistic(items_base=frozenset({'male', 'b', 'fashion_accessories', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'fashion_accessories', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
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OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.19999999999999998, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'female', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.38461538461538464, lift=3.4036759700476518), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.7142857142857143, lift=4.27715996578272), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.19999999999999998, lift=3.773584905660377), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'female', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.38461538461538464, lift=3.4036759700476518), OrderedStatistic(items_base=frozenset({'female', 'b', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'female', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'female', 'b', 'home_and_lifestyle', 'member', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'female', 'home_and_lifestyle', 'member', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'female', 'b', 'home_and_lifestyle', 'member', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'female', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.04424778761061947, lift=3.687315634218289), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'member', 'mangalore'}), confidence=0.030864197530864196, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'female', 'debit_card', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'debit_card', 'female', 'home_and_lifestyle', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'female', 'home_and_lifestyle', 'member'}), confidence=0.04424778761061947, lift=3.687315634218289), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'home_and_lifestyle', 'member'}), confidence=0.030864197530864196, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'member'}), confidence=0.09999999999999999, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 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confidence=0.7142857142857143, lift=4.409171075837742), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4166666666666667, lift=3.6873156342182893), OrderedStatistic(items_base=frozenset({'female', 'b', 'home_and_lifestyle', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'female', 'home_and_lifestyle', 'member', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'sports_and_travel', 'mangalore', 'female', 'b', 'member', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', 'mangalore', 'female', 'member', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'sports_and_travel', 'female', 'b', 'member', 'debit_card'}), confidence=0.015060240963855422, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'female'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'member', 'mangalore'}), confidence=0.030864197530864196, lift=5.144032921810699), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'debit_card', 'female', 'sports_and_travel', 'mangalore'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'female', 'debit_card', 'member', 'mangalore'}), confidence=0.08064516129032258, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'female', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'sports_and_travel', 'member'}), confidence=0.030864197530864196, lift=5.144032921810699), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel', 'debit_card'}), confidence=0.030303030303030304, lift=3.367003367003367), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card', 'member'}), confidence=0.08064516129032258, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card'}), items_add=frozenset({'sports_and_travel', 'member', 'mangalore'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'female', 'sports_and_travel', 'mangalore'}), confidence=0.10204081632653061, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'female', 'member', 'mangalore'}), confidence=0.2777777777777778, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'b', 'female', 'member'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), confidence=0.058823529411764705, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'b', 'female', 'sports_and_travel'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.16666666666666669, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'member'}), items_add=frozenset({'female', 'debit_card', 'mangalore'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'member'}), confidence=0.09999999999999999, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'sports_and_travel'}), confidence=0.10204081632653061, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'female', 'member'}), confidence=0.2777777777777778, lift=3.2679738562091503), OrderedStatistic(items_base=frozenset({'female', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'debit_card'}), confidence=0.058823529411764705, lift=3.2679738562091507), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.16666666666666669, lift=3.4013605442176873), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'member', 'mangalore'}), items_add=frozenset({'b', 'female', 'debit_card'}), confidence=0.16666666666666669, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'member'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'b', 'female', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel', 'member'}), items_add=frozenset({'female', 'mangalore'}), confidence=0.8333333333333334, lift=5.1440329218107), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.19999999999999998, lift=3.225806451612903), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5555555555555556, lift=3.3670033670033668), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'female'}), confidence=0.8333333333333334, lift=5.1440329218107), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'female', 'b', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'female', 'member', 'sports_and_travel', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'food_and_beverages', 'member', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'male', 'food_and_beverages', 'member', 'debit_card'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', 'b', 'food_and_beverages', 'member', 'debit_card'}), confidence=0.02108433734939759, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'member', 'food_and_beverages', 'mangalore'}), confidence=0.061946902654867256, lift=5.631536604987932), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages'}), items_add=frozenset({'male', 'debit_card', 'member', 'mangalore'}), confidence=0.13999999999999999, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'member', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'male', 'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.04242424242424242, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages', 'member'}), confidence=0.061946902654867256, lift=5.631536604987932), OrderedStatistic(items_base=frozenset({'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'member'}), confidence=0.13999999999999999, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages', 'member'}), confidence=0.041176470588235294, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'food_and_beverages'}), confidence=0.04242424242424242, lift=4.713804713804714), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.4117647058823529, lift=5.147058823529411), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'member', 'food_and_beverages', 'mangalore'}), confidence=0.11111111111111112, lift=3.8314176245210727), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'male', 'food_and_beverages', 'mangalore'}), confidence=0.14285714285714285, lift=6.802721088435374), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.3333333333333333, lift=6.802721088435374), OrderedStatistic(items_base=frozenset({'b', 'food_and_beverages', 'member'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.24137931034482757, lift=3.8314176245210727), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), confidence=0.0875, lift=5.147058823529411), OrderedStatistic(items_base=frozenset({'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'male', 'member'}), confidence=0.4117647058823529, lift=5.147058823529411), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages', 'member'}), confidence=0.11111111111111112, lift=3.8314176245210727), OrderedStatistic(items_base=frozenset({'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'male', 'food_and_beverages'}), confidence=0.14285714285714285, lift=6.802721088435374), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'member'}), confidence=0.3333333333333333, lift=6.802721088435374), OrderedStatistic(items_base=frozenset({'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.24137931034482757, lift=3.8314176245210727), OrderedStatistic(items_base=frozenset({'male', 'member', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'food_and_beverages'}), confidence=0.0875, lift=5.147058823529411), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.7777777777777779, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'food_and_beverages', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'member'}), items_add=frozenset({'food_and_beverages', 'mangalore'}), confidence=0.2916666666666667, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'b', 'male', 'food_and_beverages', 'member'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.6363636363636365, lift=5.631536604987933), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.7777777777777779, lift=4.7138047138047146), OrderedStatistic(items_base=frozenset({'member', 'debit_card', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5833333333333334, lift=3.4313725490196076), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'food_and_beverages'}), confidence=0.2916666666666667, lift=5.833333333333333), OrderedStatistic(items_base=frozenset({'male', 'member', 'food_and_beverages', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.6363636363636365, lift=5.631536604987933), OrderedStatistic(items_base=frozenset({'male', 'b', 'food_and_beverages', 'member', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'food_and_beverages', 'member', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'member', 'health_and_beauty', 'debit_card'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'male', 'member', 'health_and_beauty', 'debit_card'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', 'b', 'member', 'health_and_beauty', 'debit_card'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty'}), items_add=frozenset({'male', 'debit_card', 'member', 'mangalore'}), confidence=0.11320754716981132, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'member', 'mangalore'}), confidence=0.03529411764705882, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'member'}), items_add=frozenset({'health_and_beauty', 'male', 'debit_card', 'mangalore'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'member'}), confidence=0.11320754716981132, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card', 'member'}), confidence=0.03529411764705882, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', 'debit_card'}), confidence=0.03636363636363636, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'male', 'member', 'mangalore'}), confidence=0.31578947368421056, lift=3.947368421052632), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'member', 'mangalore'}), confidence=0.09523809523809523, lift=3.663003663003663), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'member'}), items_add=frozenset({'health_and_beauty', 'male', 'mangalore'}), confidence=0.12244897959183673, lift=3.7105751391465676), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male'}), items_add=frozenset({'debit_card', 'member', 'mangalore'}), confidence=0.18181818181818182, lift=3.7105751391465676), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'member'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.23076923076923078, lift=3.6630036630036633), OrderedStatistic(items_base=frozenset({'b', 'male', 'member'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), confidence=0.075, lift=3.9473684210526314), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 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lift=3.9473684210526314), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'debit_card'}), items_add=frozenset({'member', 'mangalore'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card', 'member'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.75, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'member'}), items_add=frozenset({'health_and_beauty', 'mangalore'}), confidence=0.25, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'member'}), confidence=0.5, lift=3.0303030303030303), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.75, lift=4.411764705882352), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'member', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty'}), confidence=0.25, lift=4.716981132075472), OrderedStatistic(items_base=frozenset({'male', 'b', 'member', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'member', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'health_and_beauty', 'debit_card', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'male', 'health_and_beauty', 'debit_card', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', 'b', 'health_and_beauty', 'debit_card', 'normal'}), confidence=0.018072289156626505, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'male', 'normal', 'mangalore'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'normal', 'mangalore'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'male', 'normal'}), confidence=0.05309734513274336, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card', 'normal'}), confidence=0.03529411764705882, lift=3.2085561497326203), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.31578947368421056, lift=3.508771929824562), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'normal', 'mangalore'}), confidence=0.09523809523809523, lift=3.527336860670194), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.22222222222222224, lift=3.5273368606701943), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), confidence=0.06666666666666667, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.31578947368421056, lift=3.508771929824562), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'normal'}), confidence=0.09523809523809523, lift=3.527336860670194), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.22222222222222224, lift=3.5273368606701943), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'health_and_beauty', 'debit_card'}), confidence=0.06666666666666667, lift=3.5087719298245617), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'b', 'health_and_beauty', 'male', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.42857142857142855, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.5454545454545455, lift=3.2085561497326207), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.42857142857142855, lift=3.7926675094816686), OrderedStatistic(items_base=frozenset({'male', 'b', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'mangalore', 'male', 'b', 'home_and_lifestyle', 'debit_card', 'normal'}), support=0.011, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'mangalore', 'male', 'home_and_lifestyle', 'debit_card', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', 'b', 'home_and_lifestyle', 'debit_card', 'normal'}), confidence=0.03313253012048192, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.09734513274336282, lift=5.1234280391243585), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle'}), items_add=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), confidence=0.21999999999999997, lift=5.6410256410256405), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.06470588235294117, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.06586826347305388, lift=5.066789497927222), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle', 'normal'}), confidence=0.09734513274336282, lift=5.1234280391243585), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'normal'}), confidence=0.21999999999999997, lift=5.6410256410256405), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal', 'debit_card'}), confidence=0.06470588235294117, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle', 'debit_card'}), confidence=0.06586826347305388, lift=5.066789497927222), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.5, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), confidence=0.1746031746031746, lift=6.020799124247399), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), confidence=0.171875, lift=6.138392857142857), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.39285714285714285, lift=6.138392857142857), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.3793103448275862, lift=6.0207991242474), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'debit_card', 'home_and_lifestyle', 'mangalore'}), confidence=0.12222222222222222, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.5, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'normal'}), confidence=0.1746031746031746, lift=6.020799124247399), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'home_and_lifestyle'}), confidence=0.171875, lift=6.138392857142857), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.39285714285714285, lift=6.138392857142857), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.3793103448275862, lift=6.0207991242474), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle', 'debit_card'}), confidence=0.12222222222222222, lift=5.555555555555555), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'male', 'debit_card'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.8461538461538461, lift=5.066789497927222), OrderedStatistic(items_base=frozenset({'b', 'home_and_lifestyle', 'debit_card', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.7333333333333333, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'mangalore'}), confidence=0.28205128205128205, lift=5.6410256410256405), OrderedStatistic(items_base=frozenset({'b', 'male', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.5789473684210527, lift=5.123428039124359), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.8461538461538461, lift=5.066789497927222), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.7333333333333333, lift=4.313725490196078), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'home_and_lifestyle'}), confidence=0.28205128205128205, lift=5.6410256410256405), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.5789473684210527, lift=5.123428039124359), OrderedStatistic(items_base=frozenset({'male', 'b', 'home_and_lifestyle', 'debit_card', 'normal'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'home_and_lifestyle', 'debit_card', 'normal'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'sports_and_travel', 'mangalore', 'male', 'b', 'debit_card', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'b'}), items_add=frozenset({'sports_and_travel', 'mangalore', 'male', 'debit_card', 'normal'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore'}), items_add=frozenset({'male', 'b', 'sports_and_travel', 'normal', 'debit_card'}), confidence=0.024096385542168672, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'b', 'debit_card'}), items_add=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.07079646017699115, lift=3.5398230088495573), OrderedStatistic(items_base=frozenset({'b', 'male'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'normal', 'mangalore'}), confidence=0.047058823529411764, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'b', 'normal'}), items_add=frozenset({'debit_card', 'male', 'sports_and_travel', 'mangalore'}), confidence=0.04790419161676646, lift=5.322687957418497), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel'}), items_add=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), confidence=0.12903225806451613, lift=3.3085194375516953), OrderedStatistic(items_base=frozenset({'debit_card', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), confidence=0.07079646017699115, lift=3.5398230088495573), OrderedStatistic(items_base=frozenset({'male', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal', 'debit_card'}), confidence=0.047058823529411764, lift=3.9215686274509802), OrderedStatistic(items_base=frozenset({'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel', 'debit_card'}), confidence=0.04790419161676646, lift=5.322687957418497), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card', 'normal'}), confidence=0.12903225806451613, lift=3.3085194375516953), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card'}), items_add=frozenset({'sports_and_travel', 'normal', 'mangalore'}), confidence=0.12698412698412698, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'normal'}), items_add=frozenset({'male', 'sports_and_travel', 'mangalore'}), confidence=0.125, lift=3.90625), OrderedStatistic(items_base=frozenset({'b', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'male', 'normal', 'mangalore'}), confidence=0.4444444444444445, lift=4.938271604938272), OrderedStatistic(items_base=frozenset({'b', 'male', 'normal'}), items_add=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), confidence=0.08888888888888889, lift=4.938271604938272), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel'}), items_add=frozenset({'debit_card', 'normal', 'mangalore'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'normal'}), items_add=frozenset({'male', 'debit_card', 'mangalore'}), confidence=0.25, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'normal'}), confidence=0.12698412698412698, lift=3.968253968253968), OrderedStatistic(items_base=frozenset({'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'sports_and_travel'}), confidence=0.125, lift=3.90625), OrderedStatistic(items_base=frozenset({'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'male', 'normal'}), confidence=0.4444444444444445, lift=4.938271604938272), OrderedStatistic(items_base=frozenset({'male', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel', 'debit_card'}), confidence=0.08888888888888889, lift=4.938271604938272), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'debit_card', 'normal'}), confidence=0.25, lift=3.90625), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male', 'debit_card'}), confidence=0.25, lift=3.9682539682539684), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'normal'}), items_add=frozenset({'sports_and_travel', 'mangalore'}), confidence=0.20512820512820512, lift=3.3085194375516953), OrderedStatistic(items_base=frozenset({'b', 'male', 'debit_card', 'sports_and_travel'}), items_add=frozenset({'normal', 'mangalore'}), confidence=0.888888888888889, lift=5.322687957418497), OrderedStatistic(items_base=frozenset({'b', 'sports_and_travel', 'debit_card', 'normal'}), items_add=frozenset({'male', 'mangalore'}), confidence=0.6666666666666666, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'b', 'male', 'sports_and_travel', 'normal'}), items_add=frozenset({'debit_card', 'mangalore'}), confidence=0.4, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'sports_and_travel'}), confidence=0.20512820512820512, lift=3.3085194375516953), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'sports_and_travel', 'mangalore'}), items_add=frozenset({'b', 'normal'}), confidence=0.888888888888889, lift=5.322687957418497), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'debit_card', 'normal', 'mangalore'}), items_add=frozenset({'b', 'male'}), confidence=0.6666666666666666, lift=3.92156862745098), OrderedStatistic(items_base=frozenset({'male', 'sports_and_travel', 'normal', 'mangalore'}), items_add=frozenset({'b', 'debit_card'}), confidence=0.4, lift=3.5398230088495577), OrderedStatistic(items_base=frozenset({'male', 'b', 'sports_and_travel', 'normal', 'debit_card'}), items_add=frozenset({'mangalore'}), confidence=1.0, lift=3.012048192771084), OrderedStatistic(items_base=frozenset({'mangalore', 'male', 'sports_and_travel', 'normal', 'debit_card'}), items_add=frozenset({'b'}), confidence=1.0, lift=3.012048192771084)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'female', 'c', 'mysore', 'normal'}), support=0.013, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'electronic_accessories', 'cash', 'female', 'mysore', 'normal'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'electronic_accessories', 'cash', 'female', 'c', 'normal'}), confidence=0.03963414634146341, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'electronic_accessories', 'normal'}), confidence=0.10483870967741934, lift=5.517826825127334), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'normal', 'mysore'}), confidence=0.23636363636363636, lift=6.753246753246753), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories', 'normal'}), confidence=0.07303370786516854, lift=3.3197139938712974), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'female', 'electronic_accessories', 'mysore'}), confidence=0.08176100628930817, lift=4.809470958194598), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'electronic_accessories', 'normal', 'c'}), confidence=0.10483870967741934, lift=5.517826825127334), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.23636363636363636, lift=6.753246753246753), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'electronic_accessories', 'normal', 'c'}), confidence=0.07303370786516854, lift=3.3197139938712974), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'female', 'electronic_accessories', 'c'}), confidence=0.08176100628930817, lift=4.809470958194598), OrderedStatistic(items_base=frozenset({'cash', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.44827586206896547, lift=5.466778805719091), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'electronic_accessories', 'normal'}), confidence=0.19696969696969696, lift=5.627705627705627), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', 'female', 'electronic_accessories'}), confidence=0.19999999999999998, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'female', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.46428571428571425, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.3714285714285714, lift=5.627705627705627), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories'}), confidence=0.15853658536585363, lift=5.46677880571909), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.44827586206896547, lift=5.466778805719091), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'electronic_accessories', 'normal', 'c'}), confidence=0.19696969696969696, lift=5.627705627705627), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', 'electronic_accessories', 'c'}), confidence=0.19999999999999998, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'electronic_accessories'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.46428571428571425, lift=7.142857142857142), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.3714285714285714, lift=5.627705627705627), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', 'electronic_accessories', 'c'}), confidence=0.15853658536585363, lift=5.46677880571909), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7647058823529411, lift=4.8094709581945985), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5909090909090909, lift=3.3197139938712974), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'mysore', 'electronic_accessories'}), confidence=0.3714285714285714, lift=6.753246753246753), OrderedStatistic(items_base=frozenset({'female', 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items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'cash', 'female', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'cash', 'male', 'c', 'mysore', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'electronic_accessories', 'cash', 'male', 'mysore', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'electronic_accessories', 'cash', 'male', 'c', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories', 'normal'}), confidence=0.07258064516129031, lift=4.536290322580644), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'mysore', 'normal'}), confidence=0.16363636363636364, lift=5.454545454545455), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'male', 'mysore', 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confidence=0.15517241379310343, lift=4.433497536945811), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories'}), confidence=0.13846153846153844, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'male', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.3333333333333333, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'normal', 'c', 'electronic_accessories'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.2571428571428571, lift=4.433497536945812), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'electronic_accessories'}), confidence=0.11688311688311688, lift=4.030452306314375), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'electronic_accessories'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.31034482758620685, lift=4.030452306314375), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'electronic_accessories', 'normal', 'c'}), confidence=0.15517241379310343, lift=4.433497536945811), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'male', 'electronic_accessories', 'c'}), confidence=0.13846153846153844, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.3333333333333333, lift=5.128205128205128), OrderedStatistic(items_base=frozenset({'mysore', 'electronic_accessories', 'normal'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.2571428571428571, lift=4.433497536945812), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'cash', 'electronic_accessories', 'c'}), confidence=0.11688311688311688, lift=4.030452306314375), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 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RelationRecord(items=frozenset({'cash', 'female', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'member', 'fashion_accessories', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'member', 'fashion_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'female', 'fashion_accessories'}), confidence=0.029585798816568046, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'female', 'c', 'fashion_accessories'}), confidence=0.029585798816568046, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore', 'member'}), confidence=0.625, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'fashion_accessories'}), items_add=frozenset({'c', 'member'}), confidence=0.625, lift=3.6982248520710055), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'member', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'member', 'fashion_accessories', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'member', 'fashion_accessories', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'member', 'fashion_accessories'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'fashion_accessories', 'male', 'mysore', 'member'}), confidence=0.04032258064516129, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), confidence=0.03333333333333333, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'fashion_accessories', 'male', 'c', 'member'}), confidence=0.04032258064516129, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'fashion_accessories', 'member'}), confidence=0.03333333333333333, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.2272727272727273, lift=3.1133250311332508), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'fashion_accessories'}), confidence=0.06849315068493152, lift=3.1133250311332508), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.2272727272727273, lift=3.1133250311332508), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.06849315068493152, lift=3.1133250311332508), OrderedStatistic(items_base=frozenset({'cash', 'c', 'fashion_accessories', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'c', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.38461538461538464, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mysore', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.38461538461538464, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'member', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'fashion_accessories', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'fashion_accessories', 'mysore', 'normal'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'fashion_accessories', 'mysore', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'fashion_accessories', 'normal'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'fashion_accessories', 'male', 'mysore', 'normal'}), confidence=0.07258064516129031, lift=4.269449715370018), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'normal'}), confidence=0.13846153846153844, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal', 'fashion_accessories'}), confidence=0.06, lift=5.0), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'male', 'mysore', 'fashion_accessories'}), confidence=0.056603773584905655, lift=4.0431266846361185), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'fashion_accessories', 'male', 'c', 'normal'}), confidence=0.07258064516129031, lift=4.269449715370018), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'normal'}), confidence=0.13846153846153844, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'normal', 'c', 'fashion_accessories'}), confidence=0.06, lift=5.0), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'male', 'c', 'fashion_accessories'}), confidence=0.056603773584905655, lift=4.0431266846361185), OrderedStatistic(items_base=frozenset({'cash', 'c', 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confidence=0.11688311688311688, lift=5.312868949232586), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'fashion_accessories'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.40909090909090906, lift=5.312868949232585), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'fashion_accessories', 'c', 'normal'}), confidence=0.15517241379310343, lift=4.70219435736677), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'fashion_accessories', 'male', 'c'}), confidence=0.13846153846153844, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mysore'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'normal'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.2727272727272727, lift=4.70219435736677), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'cash', 'c', 'fashion_accessories'}), confidence=0.11688311688311688, lift=5.312868949232586), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'fashion_accessories'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6428571428571428, lift=4.0431266846361185), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'fashion_accessories'}), items_add=frozenset({'male', 'mysore'}), confidence=0.7499999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'normal'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5294117647058822, lift=4.269449715370018), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'fashion_accessories'}), items_add=frozenset({'c', 'normal'}), confidence=0.6428571428571428, lift=4.0431266846361185), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'fashion_accessories'}), items_add=frozenset({'male', 'c'}), confidence=0.7499999999999999, lift=4.999999999999999), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'normal'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.3, lift=4.615384615384615), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'male', 'mysore', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.5294117647058822, lift=4.269449715370018), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'fashion_accessories', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'fashion_accessories', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', 'member', 'mysore'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages', 'member'}), confidence=0.07258064516129031, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore', 'member'}), confidence=0.13636363636363635, lift=4.39882697947214), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), confidence=0.05325443786982248, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages', 'member'}), confidence=0.07258064516129031, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', 'member'}), confidence=0.13636363636363635, lift=4.39882697947214), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), confidence=0.05325443786982248, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages', 'member'}), confidence=0.13636363636363635, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.29032258064516125, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.15254237288135594, lift=4.014272970561999), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.23684210526315788, lift=4.014272970561998), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.09374999999999999, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages', 'member'}), confidence=0.13636363636363635, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.29032258064516125, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.15254237288135594, lift=4.014272970561999), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.23684210526315788, lift=4.014272970561998), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.09374999999999999, lift=3.0241935483870965), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5294117647058822, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'member'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.29032258064516125, lift=4.39882697947214), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.3913043478260869, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.5294117647058822, lift=3.1326139923424985), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', 'member'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.29032258064516125, lift=4.39882697947214), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.3913043478260869, lift=3.155680224403927), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.008, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'normal'}), confidence=0.024390243902439025, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), confidence=0.06451612903225806, lift=4.301075268817204), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.04494382022471911, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'normal', 'mysore'}), confidence=0.12121212121212122, lift=3.463203463203463), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), confidence=0.06451612903225806, lift=4.301075268817204), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), confidence=0.04494382022471911, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.12121212121212122, lift=3.463203463203463), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.12121212121212122, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.25806451612903225, lift=3.147128245476003), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', 'female', 'food_and_beverages'}), confidence=0.12307692307692307, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.2105263157894737, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.0975609756097561, lift=3.1471282454760034), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.26666666666666666, lift=4.04040404040404), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.12121212121212122, lift=4.040404040404041), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.25806451612903225, lift=3.147128245476003), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.12307692307692307, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.2105263157894737, lift=3.2388663967611335), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.0975609756097561, lift=3.1471282454760034), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.26666666666666666, lift=4.04040404040404), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.22857142857142856, lift=3.4632034632034627), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6153846153846154, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.5333333333333333, lift=4.301075268817204), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.22857142857142856, lift=3.4632034632034627), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', 'c'}), confidence=0.6153846153846154, lift=3.457216940363008), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'c'}), confidence=0.5333333333333333, lift=4.301075268817204), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'home_and_lifestyle', 'member', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'home_and_lifestyle', 'member', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'home_and_lifestyle', 'member'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'member'}), confidence=0.03932584269662922, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'cash', 'female', 'mysore', 'member'}), confidence=0.15555555555555556, lift=5.017921146953405), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'female', 'home_and_lifestyle', 'mysore'}), confidence=0.04142011834319526, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c', 'member'}), confidence=0.03932584269662922, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'female', 'c', 'member'}), confidence=0.15555555555555556, lift=5.017921146953405), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'female', 'home_and_lifestyle', 'c'}), confidence=0.04142011834319526, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'member'}), confidence=0.10606060606060606, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.5, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'mysore', 'female', 'home_and_lifestyle'}), confidence=0.11864406779661017, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'c'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.27999999999999997, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), confidence=0.07291666666666667, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'member'}), confidence=0.10606060606060606, lift=3.787878787878788), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.5, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c'}), confidence=0.11864406779661017, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.27999999999999997, lift=4.745762711864407), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'cash', 'home_and_lifestyle', 'c'}), confidence=0.07291666666666667, lift=5.208333333333334), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.25, lift=3.7878787878787876), OrderedStatistic(items_base=frozenset({'cash', 'female', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7777777777777779, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.22580645161290322, lift=5.017921146953405), OrderedStatistic(items_base=frozenset({'cash', 'home_and_lifestyle', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.7777777777777779, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'cash', 'female', 'home_and_lifestyle', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.7777777777777779, lift=4.602235371466141), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.22580645161290322, lift=5.017921146953405), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.7777777777777779, lift=4.369538077403247), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'home_and_lifestyle', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'home_and_lifestyle', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'female', 'c', 'mysore', 'sports_and_travel', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'female', 'mysore', 'sports_and_travel', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'sports_and_travel', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel', 'normal'}), confidence=0.04838709677419355, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'cash', 'mysore', 'sports_and_travel', 'normal'}), confidence=0.033707865168539325, lift=5.617977528089887), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'mysore'}), confidence=0.03773584905660377, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c'}), items_add=frozenset({'cash', 'female', 'normal', 'mysore'}), confidence=0.13333333333333333, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'sports_and_travel', 'c', 'normal'}), confidence=0.04838709677419355, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'sports_and_travel', 'c', 'normal'}), confidence=0.033707865168539325, lift=5.617977528089887), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'female', 'sports_and_travel', 'c'}), confidence=0.03773584905660377, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.13333333333333333, lift=3.8095238095238093), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'mysore', 'sports_and_travel', 'normal'}), confidence=0.09090909090909091, lift=5.347593582887701), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'mysore', 'female', 'sports_and_travel'}), confidence=0.09230769230769231, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'female', 'normal'}), confidence=0.46153846153846156, lift=5.628517823639775), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'sports_and_travel'}), confidence=0.07317073170731707, lift=5.628517823639775), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.20689655172413793, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.3529411764705882, lift=5.3475935828877), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'sports_and_travel', 'c', 'normal'}), confidence=0.09090909090909091, lift=5.347593582887701), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', 'sports_and_travel', 'c'}), confidence=0.09230769230769231, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'sports_and_travel'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.46153846153846156, lift=5.628517823639775), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', 'sports_and_travel', 'c'}), confidence=0.07317073170731707, lift=5.628517823639775), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.20689655172413793, lift=3.183023872679045), OrderedStatistic(items_base=frozenset({'mysore', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.3529411764705882, lift=5.3475935828877), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'mysore', 'sports_and_travel'}), confidence=0.1714285714285714, lift=3.809523809523809), OrderedStatistic(items_base=frozenset({'cash', 'female', 'sports_and_travel', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.6666666666666667, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'mysore', 'female'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'female', 'sports_and_travel', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.42857142857142855, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mysore'}), items_add=frozenset({'sports_and_travel', 'c'}), confidence=0.1714285714285714, lift=3.809523809523809), OrderedStatistic(items_base=frozenset({'cash', 'female', 'sports_and_travel', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.6666666666666667, lift=4.1928721174004195), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'sports_and_travel', 'normal'}), items_add=frozenset({'female', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'sports_and_travel', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.42857142857142855, lift=3.456221198156682), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'sports_and_travel', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore', 'sports_and_travel', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'member', 'mysore'}), support=0.009, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'food_and_beverages', 'member', 'mysore'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'member'}), confidence=0.0274390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages', 'member'}), confidence=0.07258064516129031, lift=5.583126550868486), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'male', 'mysore', 'member'}), confidence=0.13636363636363635, lift=4.87012987012987), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages', 'member'}), 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'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.29032258064516125, lift=3.977021652673442), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'mysore', 'food_and_beverages', 'member'}), confidence=0.15517241379310343, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'cash', 'c', 'member'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages'}), confidence=0.15254237288135594, lift=5.447941888619855), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'member'}), confidence=0.3214285714285714, lift=5.447941888619854), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.1232876712328767, lift=3.977021652673442), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.29032258064516125, lift=3.977021652673442), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'c', 'food_and_beverages', 'member'}), confidence=0.15517241379310343, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'member'}), items_add=frozenset({'male', 'c', 'food_and_beverages'}), confidence=0.15254237288135594, lift=5.447941888619855), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'member'}), confidence=0.3214285714285714, lift=5.447941888619854), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.25, lift=4.310344827586206), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.1232876712328767, lift=3.977021652673442), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'member'}), confidence=0.6428571428571428, lift=3.8038884192730342), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'member'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.3214285714285714, lift=4.870129870129869), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.6923076923076923, lift=5.583126550868486), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'c', 'member'}), confidence=0.6428571428571428, lift=3.8038884192730342), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.5, lift=3.3333333333333335), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'member'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.3214285714285714, lift=4.870129870129869), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages', 'member'}), items_add=frozenset({'cash', 'c'}), confidence=0.6923076923076923, lift=5.583126550868486), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'member'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'food_and_beverages', 'member', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'mysore', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'food_and_beverages', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'male', 'c', 'member', 'health_and_beauty', 'mysore'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'cash', 'male', 'member', 'health_and_beauty', 'mysore'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'member', 'health_and_beauty'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'cash', 'male', 'mysore', 'member'}), confidence=0.09615384615384616, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore', 'member'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'mysore'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore'}), items_add=frozenset({'cash', 'male', 'c', 'member'}), confidence=0.09615384615384616, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'cash', 'health_and_beauty', 'c', 'member'}), confidence=0.03333333333333333, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'male', 'c'}), confidence=0.029585798816568046, lift=3.287310979618672), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore', 'member'}), confidence=0.33333333333333337, lift=4.5662100456621015), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'member'}), confidence=0.08620689655172413, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'member'}), items_add=frozenset({'cash', 'male', 'mysore'}), confidence=0.19999999999999998, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'male', 'c', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'mysore'}), confidence=0.06849315068493152, lift=4.5662100456621015), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore'}), items_add=frozenset({'male', 'c', 'member'}), confidence=0.33333333333333337, lift=4.5662100456621015), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore'}), items_add=frozenset({'health_and_beauty', 'c', 'member'}), confidence=0.08620689655172413, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'member'}), items_add=frozenset({'cash', 'male', 'c'}), confidence=0.19999999999999998, lift=3.448275862068965), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'member'}), items_add=frozenset({'cash', 'health_and_beauty', 'c'}), confidence=0.06849315068493152, lift=4.5662100456621015), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'male', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'c', 'member'}), items_add=frozenset({'male', 'mysore'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'member'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.17857142857142858, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'male', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.5555555555555556, lift=3.2873109796186717), OrderedStatistic(items_base=frozenset({'cash', 'health_and_beauty', 'mysore', 'member'}), items_add=frozenset({'male', 'c'}), confidence=0.625, lift=4.166666666666667), OrderedStatistic(items_base=frozenset({'cash', 'male', 'mysore', 'member'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.17857142857142858, lift=3.4340659340659343), OrderedStatistic(items_base=frozenset({'cash', 'male', 'c', 'member', 'health_and_beauty'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'male', 'member', 'health_and_beauty', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', 'c', 'member', 'fashion_accessories', 'mysore'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'female', 'member', 'fashion_accessories', 'mysore'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', 'member', 'fashion_accessories'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'female', 'mysore', 'member'}), confidence=0.07142857142857142, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', 'member'}), confidence=0.10769230769230768, lift=3.076923076923076), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'member'}), confidence=0.03932584269662922, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'c', 'member'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'female', 'mysore'}), confidence=0.04142011834319526, lift=3.1861629494765586), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore'}), items_add=frozenset({'fashion_accessories', 'female', 'c', 'member'}), confidence=0.07142857142857142, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', 'member'}), confidence=0.10769230769230768, lift=3.076923076923076), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'c', 'member'}), confidence=0.03932584269662922, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'mysore', 'member'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'female', 'c'}), confidence=0.04142011834319526, lift=3.1861629494765586), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'c'}), items_add=frozenset({'mysore', 'female', 'member'}), confidence=0.35, lift=3.645833333333333), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c'}), items_add=frozenset({'fashion_accessories', 'mysore', 'member'}), confidence=0.12280701754385964, lift=3.837719298245614), OrderedStatistic(items_base=frozenset({'credit_card', 'c', 'member'}), items_add=frozenset({'fashion_accessories', 'female', 'mysore'}), confidence=0.11666666666666667, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'c'}), items_add=frozenset({'credit_card', 'mysore', 'member'}), confidence=0.19999999999999998, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'member'}), items_add=frozenset({'mysore', 'credit_card', 'female'}), confidence=0.21875, lift=3.837719298245614), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'mysore'}), confidence=0.07291666666666667, lift=3.6458333333333335), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.35, lift=3.645833333333333), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female'}), items_add=frozenset({'fashion_accessories', 'c', 'member'}), confidence=0.12280701754385964, lift=3.837719298245614), OrderedStatistic(items_base=frozenset({'credit_card', 'mysore', 'member'}), items_add=frozenset({'fashion_accessories', 'female', 'c'}), confidence=0.11666666666666667, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mysore'}), items_add=frozenset({'credit_card', 'c', 'member'}), confidence=0.19999999999999998, lift=3.333333333333333), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'member'}), items_add=frozenset({'credit_card', 'female', 'c'}), confidence=0.21875, lift=3.837719298245614), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'fashion_accessories', 'credit_card', 'c'}), confidence=0.07291666666666667, lift=3.6458333333333335), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'female', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.5384615384615385, lift=3.186162949476559), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.6363636363636365, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', 'member'}), items_add=frozenset({'fashion_accessories', 'mysore'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'c', 'member'}), items_add=frozenset({'credit_card', 'mysore'}), confidence=0.368421052631579, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'female', 'mysore'}), items_add=frozenset({'c', 'member'}), confidence=0.5384615384615385, lift=3.186162949476559), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'credit_card', 'mysore', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.6363636363636365, lift=3.5750766087844745), OrderedStatistic(items_base=frozenset({'mysore', 'credit_card', 'female', 'member'}), items_add=frozenset({'fashion_accessories', 'c'}), confidence=0.19999999999999998, lift=3.0769230769230766), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mysore', 'member'}), items_add=frozenset({'credit_card', 'c'}), confidence=0.368421052631579, lift=3.7593984962406015), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'c', 'member', 'fashion_accessories'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'credit_card', 'female', 'member', 'fashion_accessories', 'mysore'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'credit_card', 'female', 'c', 'fashion_accessories', 'mysore', 'normal'}), support=0.006, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'credit_card', 'female', 'fashion_accessories', 'mysore', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'credit_card', 'female', 'c', 'fashion_accessories', 'normal'}), confidence=0.018292682926829267, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'credit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'female', 'normal', 'mysore'}), confidence=0.061224489795918366, lift=3.826530612244898), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'credit_card', 'female', 'normal'}), confidence=0.09230769230769231, lift=4.195804195804197), OrderedStatistic(items_base=frozenset({'female', 'c'}), 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OrderedStatistic(items_base=frozenset({'credit_card', 'male', 'member', 'mysore', 'sports_and_travel'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'electronic_accessories', 'male', 'c', 'member', 'mysore', 'debit_card'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'electronic_accessories', 'male', 'member', 'mysore', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'electronic_accessories', 'male', 'c', 'member', 'debit_card'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'electronic_accessories', 'member'}), confidence=0.04716981132075472, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'c', 'electronic_accessories'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'member'}), confidence=0.09090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'male', 'c'}), 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OrderedStatistic(items_base=frozenset({'male', 'mysore', 'electronic_accessories', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.4545454545454546, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'male', 'c', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'male', 'member', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
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confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'electronic_accessories', 'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'member', 'fashion_accessories', 'mysore', 'debit_card'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'member', 'fashion_accessories', 'mysore', 'debit_card'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'member', 'fashion_accessories', 'debit_card'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'female', 'mysore', 'member'}), confidence=0.0660377358490566, lift=3.4756703078450846), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', 'member'}), confidence=0.10769230769230768, lift=3.5897435897435894), OrderedStatistic(items_base=frozenset({'female', 'c'}), 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items_add=frozenset({'fashion_accessories', 'mysore', 'member'}), confidence=0.1272727272727273, lift=3.9772727272727275), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'member'}), items_add=frozenset({'fashion_accessories', 'female', 'mysore'}), confidence=0.13999999999999999, lift=3.999999999999999), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'member'}), confidence=0.19999999999999998, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c', 'member'}), items_add=frozenset({'mysore', 'female', 'debit_card'}), confidence=0.21875, lift=3.977272727272727), OrderedStatistic(items_base=frozenset({'female', 'c', 'member'}), items_add=frozenset({'fashion_accessories', 'mysore', 'debit_card'}), confidence=0.07291666666666667, lift=3.170289855072464), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'mysore', 'debit_card'}), 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lift=3.58974358974359), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'female', 'mysore', 'member'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.368421052631579, lift=3.475670307845085), OrderedStatistic(items_base=frozenset({'female', 'c', 'member', 'fashion_accessories', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'member', 'fashion_accessories', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'female', 'c', 'fashion_accessories', 'mysore', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'female', 'fashion_accessories', 'mysore', 'debit_card', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'female', 'c', 'fashion_accessories', 'debit_card', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'fashion_accessories', 'female', 'normal', 'mysore'}), confidence=0.0660377358490566, lift=4.127358490566038), OrderedStatistic(items_base=frozenset({'fashion_accessories', 'c'}), items_add=frozenset({'mysore', 'female', 'debit_card', 'normal'}), confidence=0.10769230769230768, lift=4.3076923076923075), OrderedStatistic(items_base=frozenset({'female', 'c'}), 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lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card'}), items_add=frozenset({'female', 'c', 'member'}), confidence=0.3125, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'member'}), items_add=frozenset({'female', 'home_and_lifestyle', 'c'}), confidence=0.09999999999999999, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'c', 'member'}), confidence=0.19999999999999998, lift=3.9999999999999996), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c', 'debit_card'}), confidence=0.052083333333333336, lift=3.2552083333333335), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'member'}), items_add=frozenset({'female', 'debit_card', 'c'}), confidence=0.17857142857142858, lift=3.2467532467532467), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'female', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'member'}), confidence=0.7142857142857143, lift=4.22654268808115), OrderedStatistic(items_base=frozenset({'female', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.16666666666666669, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'c', 'member'}), items_add=frozenset({'mysore', 'female'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'female', 'debit_card'}), items_add=frozenset({'c', 'member'}), confidence=0.7142857142857143, lift=4.22654268808115), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'debit_card', 'member'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.16666666666666669, lift=3.703703703703704), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card', 'member'}), items_add=frozenset({'female', 'c'}), confidence=0.5555555555555556, lift=3.1210986267166043), OrderedStatistic(items_base=frozenset({'female', 'c', 'home_and_lifestyle', 'member', 'debit_card'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'female', 'home_and_lifestyle', 'member', 'mysore', 'debit_card'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'food_and_beverages', 'mysore', 'debit_card', 'normal'}), support=0.007, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'food_and_beverages', 'mysore', 'debit_card', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'food_and_beverages', 'debit_card', 'normal'}), confidence=0.021341463414634144, lift=3.0487804878048776), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.0660377358490566, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'normal'}), confidence=0.10606060606060606, lift=3.421309872922776), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'normal', 'mysore', 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confidence=0.0440251572327044, lift=4.8916841369671555), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.35, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.13725490196078433, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'food_and_beverages'}), confidence=0.125, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.25, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.23333333333333334, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card', 'food_and_beverages'}), confidence=0.09090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.35, lift=4.545454545454545), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.13725490196078433, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'male', 'c', 'food_and_beverages'}), confidence=0.125, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.25, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.23333333333333334, lift=4.575163398692811), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'debit_card', 'c', 'food_and_beverages'}), confidence=0.09090909090909091, lift=4.545454545454546), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7777777777777779, lift=4.891684136967156), OrderedStatistic(items_base=frozenset({'normal', 'debit_card', 'c', 'food_and_beverages'}), items_add=frozenset({'male', 'mysore'}), confidence=0.6363636363636365, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.22580645161290322, lift=3.4213098729227758), OrderedStatistic(items_base=frozenset({'male', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.4666666666666667, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'c', 'normal'}), confidence=0.7777777777777779, lift=4.891684136967156), OrderedStatistic(items_base=frozenset({'normal', 'mysore', 'debit_card', 'food_and_beverages'}), items_add=frozenset({'male', 'c'}), confidence=0.6363636363636365, lift=4.242424242424243), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.22580645161290322, lift=3.4213098729227758), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.4666666666666667, lift=4.40251572327044), OrderedStatistic(items_base=frozenset({'male', 'c', 'food_and_beverages', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'food_and_beverages', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'health_and_beauty', 'mysore', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'health_and_beauty', 'mysore', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'health_and_beauty', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore', 'normal'}), confidence=0.04716981132075472, lift=3.1446540880503147), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'normal'}), confidence=0.09615384615384616, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 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confidence=0.031446540880503145, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.2777777777777778, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'health_and_beauty', 'mysore', 'normal'}), confidence=0.09803921568627452, lift=3.631082062454612), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'mysore'}), confidence=0.08928571428571429, lift=3.0788177339901477), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.17241379310344826, lift=3.0788177339901472), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.1851851851851852, lift=3.631082062454612), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'mysore', 'debit_card'}), confidence=0.06493506493506494, lift=3.607503607503608), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'debit_card'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.2777777777777778, lift=3.6075036075036078), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'health_and_beauty', 'c', 'normal'}), confidence=0.09803921568627452, lift=3.631082062454612), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'male', 'c'}), confidence=0.08928571428571429, lift=3.0788177339901477), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.17241379310344826, lift=3.0788177339901472), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'normal'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.1851851851851852, lift=3.631082062454612), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'health_and_beauty', 'debit_card', 'c'}), confidence=0.06493506493506494, lift=3.607503607503608), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.625, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'debit_card', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.4545454545454546, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'normal'}), items_add=frozenset({'health_and_beauty', 'mysore'}), confidence=0.16129032258064516, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.33333333333333337, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.625, lift=3.930817610062893), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.4545454545454546, lift=3.0303030303030307), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'health_and_beauty', 'c'}), confidence=0.16129032258064516, lift=3.101736972704715), OrderedStatistic(items_base=frozenset({'health_and_beauty', 'male', 'mysore', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.33333333333333337, lift=3.144654088050315), OrderedStatistic(items_base=frozenset({'male', 'c', 'health_and_beauty', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'health_and_beauty', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'male', 'c', 'home_and_lifestyle', 'mysore', 'debit_card', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'male', 'home_and_lifestyle', 'mysore', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'male', 'c', 'home_and_lifestyle', 'debit_card', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.04716981132075472, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c'}), items_add=frozenset({'male', 'mysore', 'debit_card', 'normal'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'male', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'normal', 'debit_card'}), confidence=0.03333333333333333, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle', 'debit_card'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c', 'normal'}), confidence=0.04716981132075472, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle'}), items_add=frozenset({'male', 'debit_card', 'c', 'normal'}), confidence=0.11111111111111112, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'male', 'mysore'}), items_add=frozenset({'home_and_lifestyle', 'c', 'normal', 'debit_card'}), confidence=0.03333333333333333, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c', 'debit_card'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'c'}), items_add=frozenset({'male', 'mysore', 'normal'}), confidence=0.3125, lift=4.058441558441558), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), confidence=0.09803921568627452, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'debit_card', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'home_and_lifestyle'}), confidence=0.08928571428571429, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'c'}), items_add=frozenset({'mysore', 'debit_card', 'normal'}), confidence=0.25, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'male', 'mysore', 'debit_card'}), confidence=0.29411764705882354, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'male', 'c', 'normal'}), items_add=frozenset({'mysore', 'home_and_lifestyle', 'debit_card'}), confidence=0.06493506493506494, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card'}), items_add=frozenset({'male', 'c', 'normal'}), confidence=0.3125, lift=4.058441558441558), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card'}), items_add=frozenset({'home_and_lifestyle', 'c', 'normal'}), confidence=0.09803921568627452, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'mysore', 'debit_card', 'normal'}), items_add=frozenset({'male', 'home_and_lifestyle', 'c'}), confidence=0.08928571428571429, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'home_and_lifestyle'}), items_add=frozenset({'debit_card', 'c', 'normal'}), confidence=0.25, lift=4.464285714285714), OrderedStatistic(items_base=frozenset({'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'male', 'debit_card', 'c'}), confidence=0.29411764705882354, lift=5.767012687427913), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'c', 'debit_card'}), confidence=0.06493506493506494, lift=4.058441558441559), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'male', 'debit_card', 'c'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'debit_card', 'c', 'normal'}), items_add=frozenset({'male', 'mysore'}), confidence=0.7142857142857143, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'male', 'debit_card', 'c', 'normal'}), items_add=frozenset({'mysore', 'home_and_lifestyle'}), confidence=0.16129032258064516, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'c', 'normal'}), items_add=frozenset({'mysore', 'debit_card'}), confidence=0.4545454545454546, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'male', 'mysore', 'debit_card'}), items_add=frozenset({'c', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'home_and_lifestyle', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'male', 'c'}), confidence=0.7142857142857143, lift=4.761904761904762), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'home_and_lifestyle', 'c'}), confidence=0.16129032258064516, lift=3.5842293906810037), OrderedStatistic(items_base=frozenset({'male', 'mysore', 'home_and_lifestyle', 'normal'}), items_add=frozenset({'debit_card', 'c'}), confidence=0.4545454545454546, lift=4.288164665523157), OrderedStatistic(items_base=frozenset({'male', 'c', 'home_and_lifestyle', 'debit_card', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'male', 'home_and_lifestyle', 'mysore', 'debit_card', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878)])
RelationRecord(items=frozenset({'cash', 'mysore', 'female', 'c', 'food_and_beverages', '9', 'normal'}), support=0.005, ordered_statistics=[OrderedStatistic(items_base=frozenset({'9'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.05434782608695653, lift=6.793478260869565), OrderedStatistic(items_base=frozenset({'c'}), items_add=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'food_and_beverages'}), items_add=frozenset({'9', 'cash', 'female', 'c', 'mysore', 'normal'}), confidence=0.02873563218390805, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'mysore'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'9', 'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.1851851851851852, lift=23.14814814814815), OrderedStatistic(items_base=frozenset({'cash', '9'}), items_add=frozenset({'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.13513513513513514, lift=9.00900900900901), OrderedStatistic(items_base=frozenset({'female', '9'}), items_add=frozenset({'cash', 'c', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.08928571428571429, lift=6.868131868131869), OrderedStatistic(items_base=frozenset({'9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', 'mysore', 'normal'}), confidence=0.29411764705882354, lift=8.403361344537815), OrderedStatistic(items_base=frozenset({'mysore', '9'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'normal'}), confidence=0.1851851851851852, lift=23.14814814814815), OrderedStatistic(items_base=frozenset({'9', 'normal'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore'}), confidence=0.12195121951219512, lift=7.173601147776183), OrderedStatistic(items_base=frozenset({'cash', 'c'}), items_add=frozenset({'9', 'female', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'female', 'c'}), items_add=frozenset({'9', 'cash', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'c', 'food_and_beverages'}), items_add=frozenset({'9', 'cash', 'female', 'mysore', 'normal'}), confidence=0.07575757575757576, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'mysore', 'c'}), items_add=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), confidence=0.01524390243902439, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'c', 'normal'}), items_add=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore'}), confidence=0.031446540880503145, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'cash', 'female'}), items_add=frozenset({'9', 'c', 'food_and_beverages', 'mysore', 'normal'}), confidence=0.02808988764044944, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'cash', 'food_and_beverages'}), items_add=frozenset({'9', 'female', 'c', 'mysore', 'normal'}), confidence=0.08771929824561403, lift=6.747638326585695), OrderedStatistic(items_base=frozenset({'cash', 'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages', '9', 'normal'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'cash', 'normal'}), items_add=frozenset({'9', 'female', 'c', 'food_and_beverages', 'mysore'}), confidence=0.02840909090909091, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', 'food_and_beverages'}), items_add=frozenset({'9', 'cash', 'c', 'mysore', 'normal'}), confidence=0.05555555555555556, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'mysore', 'female'}), items_add=frozenset({'cash', 'c', 'food_and_beverages', '9', 'normal'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'mysore', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', '9', 'normal'}), confidence=0.07575757575757576, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'normal', 'food_and_beverages'}), items_add=frozenset({'9', 'cash', 'female', 'c', 'mysore'}), confidence=0.0625, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'mysore', 'normal'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9'}), confidence=0.031446540880503145, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'cash', '9', 'c'}), items_add=frozenset({'female', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=22.222222222222225), OrderedStatistic(items_base=frozenset({'female', '9', 'c'}), items_add=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), confidence=0.2272727272727273, lift=17.482517482517483), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore', 'normal'}), confidence=0.5555555555555556, lift=15.873015873015872), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c'}), items_add=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), confidence=0.1851851851851852, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'9', 'c', 'normal'}), items_add=frozenset({'cash', 'female', 'mysore', 'food_and_beverages'}), confidence=0.33333333333333337, lift=19.607843137254903), OrderedStatistic(items_base=frozenset({'cash', 'female', '9'}), items_add=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), confidence=0.2173913043478261, lift=7.246376811594204), OrderedStatistic(items_base=frozenset({'cash', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', 'c', 'normal'}), confidence=0.5, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'cash', '9', 'mysore'}), items_add=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), confidence=0.33333333333333337, lift=22.222222222222225), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal'}), items_add=frozenset({'female', 'mysore', 'c', 'food_and_beverages'}), confidence=0.25, lift=6.578947368421053), OrderedStatistic(items_base=frozenset({'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c', 'normal'}), confidence=0.38461538461538464, lift=5.9171597633136095), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9'}), items_add=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), confidence=0.2272727272727273, lift=17.482517482517483), OrderedStatistic(items_base=frozenset({'female', '9', 'normal'}), items_add=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), confidence=0.1851851851851852, lift=5.973715651135007), OrderedStatistic(items_base=frozenset({'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c', 'normal'}), confidence=0.5555555555555556, lift=15.873015873015872), OrderedStatistic(items_base=frozenset({'9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore', 'c'}), confidence=0.7142857142857143, lift=10.822510822510822), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal'}), items_add=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), confidence=0.33333333333333337, lift=19.607843137254903), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c'}), items_add=frozenset({'normal', 'mysore', '9', 'food_and_beverages'}), confidence=0.07575757575757576, lift=12.626262626262626), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', '9', 'normal'}), confidence=0.16129032258064516, lift=12.40694789081886), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c'}), items_add=frozenset({'normal', 'female', '9', 'food_and_beverages'}), confidence=0.04032258064516129, lift=6.720430107526881), OrderedStatistic(items_base=frozenset({'cash', 'c', 'normal'}), items_add=frozenset({'female', 'mysore', '9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=9.615384615384615), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', '9', 'normal'}), confidence=0.13157894736842105, lift=14.619883040935672), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c'}), items_add=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), confidence=0.02808988764044944, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'female', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), confidence=0.06097560975609756, lift=7.621951219512195), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'normal'}), confidence=0.07575757575757576, lift=5.827505827505828), OrderedStatistic(items_base=frozenset({'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore', '9'}), confidence=0.16666666666666669, lift=13.88888888888889), OrderedStatistic(items_base=frozenset({'mysore', 'c', 'normal'}), items_add=frozenset({'cash', 'female', '9', 'food_and_beverages'}), confidence=0.031446540880503145, lift=3.494060097833683), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c', 'normal'}), confidence=0.15151515151515152, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'cash', 'female', 'mysore'}), items_add=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), confidence=0.07575757575757576, lift=12.626262626262626), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal'}), items_add=frozenset({'mysore', '9', 'c', 'food_and_beverages'}), confidence=0.05681818181818182, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c', 'normal'}), confidence=0.16129032258064516, lift=12.40694789081886), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', '9', 'c'}), confidence=0.20833333333333334, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal'}), items_add=frozenset({'female', '9', 'c', 'food_and_beverages'}), confidence=0.07692307692307693, lift=9.615384615384615), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c', 'normal'}), confidence=0.13157894736842105, lift=14.619883040935672), OrderedStatistic(items_base=frozenset({'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', '9', 'c'}), confidence=0.12820512820512822, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal'}), items_add=frozenset({'cash', '9', 'c', 'food_and_beverages'}), confidence=0.06097560975609756, lift=7.621951219512195), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9', 'c'}), confidence=0.16666666666666669, lift=13.88888888888889), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'c'}), items_add=frozenset({'mysore', 'normal', 'food_and_beverages'}), confidence=0.4166666666666667, lift=13.88888888888889), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', 'normal'}), confidence=0.625, lift=7.621951219512195), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'mysore'}), items_add=frozenset({'female', 'normal', 'food_and_beverages'}), confidence=0.33333333333333337, lift=8.547008547008549), OrderedStatistic(items_base=frozenset({'cash', '9', 'c', 'normal'}), items_add=frozenset({'female', 'mysore', 'food_and_beverages'}), confidence=0.5555555555555556, lift=14.619883040935674), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'normal'}), confidence=0.625, lift=9.615384615384615), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'c'}), items_add=frozenset({'cash', 'normal', 'food_and_beverages'}), confidence=0.2272727272727273, lift=9.46969696969697), OrderedStatistic(items_base=frozenset({'female', '9', 'c', 'normal'}), items_add=frozenset({'cash', 'mysore', 'food_and_beverages'}), confidence=0.38461538461538464, lift=12.40694789081886), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'normal'}), confidence=0.5555555555555556, lift=6.313131313131314), OrderedStatistic(items_base=frozenset({'9', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'mysore'}), confidence=0.8333333333333334, lift=12.626262626262626), OrderedStatistic(items_base=frozenset({'mysore', '9', 'c', 'normal'}), items_add=frozenset({'cash', 'female', 'food_and_beverages'}), confidence=0.33333333333333337, lift=10.101010101010102), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'mysore', 'c', 'normal'}), confidence=0.5555555555555556, lift=3.4940600978336827), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'mysore'}), items_add=frozenset({'normal', 'c', 'food_and_beverages'}), confidence=0.4166666666666667, lift=13.88888888888889), OrderedStatistic(items_base=frozenset({'cash', 'female', '9', 'normal'}), items_add=frozenset({'mysore', 'c', 'food_and_beverages'}), confidence=0.38461538461538464, lift=5.827505827505828), OrderedStatistic(items_base=frozenset({'cash', 'mysore', '9', 'food_and_beverages'}), items_add=frozenset({'female', 'c', 'normal'}), confidence=0.625, lift=7.621951219512195), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'cash', '9', 'normal', 'mysore'}), items_add=frozenset({'female', 'c', 'food_and_beverages'}), confidence=0.5555555555555556, lift=14.619883040935674), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'food_and_beverages'}), items_add=frozenset({'cash', 'c', 'normal'}), confidence=0.625, lift=9.615384615384615), OrderedStatistic(items_base=frozenset({'female', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', 'c'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'mysore', 'female', '9', 'normal'}), items_add=frozenset({'cash', 'c', 'food_and_beverages'}), confidence=0.38461538461538464, lift=12.40694789081886), OrderedStatistic(items_base=frozenset({'mysore', '9', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', 'c'}), confidence=0.8333333333333334, lift=12.626262626262626), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'normal'}), confidence=0.29411764705882354, lift=19.607843137254903), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'mysore'}), items_add=frozenset({'9', 'normal', 'food_and_beverages'}), confidence=0.07575757575757576, lift=10.822510822510823), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'normal'}), items_add=frozenset({'mysore', '9', 'food_and_beverages'}), confidence=0.14285714285714285, lift=15.873015873015873), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'normal'}), confidence=0.16129032258064516, lift=5.973715651135006), OrderedStatistic(items_base=frozenset({'cash', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'female', 'mysore', '9'}), confidence=0.38461538461538464, lift=17.482517482517483), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', 'normal'}), items_add=frozenset({'female', '9', 'food_and_beverages'}), confidence=0.07692307692307693, lift=5.91715976331361), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'normal'}), confidence=0.13157894736842105, lift=6.578947368421052), OrderedStatistic(items_base=frozenset({'female', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'mysore', '9'}), confidence=0.33333333333333337, lift=22.222222222222225), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'c', 'normal'}), items_add=frozenset({'cash', '9', 'food_and_beverages'}), confidence=0.06097560975609756, lift=6.097560975609756), OrderedStatistic(items_base=frozenset({'mysore', 'normal', 'c', 'food_and_beverages'}), items_add=frozenset({'cash', 'female', '9'}), confidence=0.16666666666666669, lift=7.246376811594204), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'food_and_beverages'}), items_add=frozenset({'9', 'c', 'normal'}), confidence=0.29411764705882354, lift=19.607843137254903), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'mysore', '9', 'c'}), confidence=0.38461538461538464, lift=14.245014245014247), OrderedStatistic(items_base=frozenset({'cash', 'female', 'normal', 'mysore'}), items_add=frozenset({'9', 'c', 'food_and_beverages'}), confidence=0.14285714285714285, lift=15.873015873015873), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'normal', 'food_and_beverages'}), items_add=frozenset({'female', '9', 'c'}), confidence=0.38461538461538464, lift=17.482517482517483), OrderedStatistic(items_base=frozenset({'mysore', 'female', 'normal', 'food_and_beverages'}), items_add=frozenset({'cash', '9', 'c'}), confidence=0.33333333333333337, lift=22.222222222222225), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9'}), items_add=frozenset({'mysore', 'normal'}), confidence=0.7142857142857143, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'c', '9'}), items_add=frozenset({'normal', 'food_and_beverages'}), confidence=0.4166666666666667, lift=5.208333333333333), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', '9', 'normal'}), items_add=frozenset({'mysore', 'food_and_beverages'}), confidence=0.625, lift=9.469696969696969), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'female', 'mysore'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'c', '9', 'normal'}), items_add=frozenset({'female', 'food_and_beverages'}), confidence=0.5555555555555556, lift=6.17283950617284), OrderedStatistic(items_base=frozenset({'9', 'female', 'c', 'food_and_beverages', 'mysore'}), items_add=frozenset({'cash', 'normal'}), confidence=0.625, lift=3.5511363636363638), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'cash', 'mysore'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'9', 'female', 'c', 'mysore', 'normal'}), items_add=frozenset({'cash', 'food_and_beverages'}), confidence=0.38461538461538464, lift=6.747638326585695), OrderedStatistic(items_base=frozenset({'9', 'c', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'cash', 'female'}), confidence=0.8333333333333334, lift=4.681647940074907), OrderedStatistic(items_base=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore'}), items_add=frozenset({'c', 'normal'}), confidence=0.7142857142857143, lift=4.492362982929021), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'mysore', 'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', '9', 'normal'}), items_add=frozenset({'c', 'food_and_beverages'}), confidence=0.625, lift=9.469696969696969), OrderedStatistic(items_base=frozenset({'9', 'cash', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'female', 'c'}), confidence=1.0, lift=5.617977528089888), OrderedStatistic(items_base=frozenset({'9', 'female', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'cash', 'c'}), confidence=0.8333333333333334, lift=6.720430107526882), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore'}), items_add=frozenset({'9', 'normal'}), confidence=0.29411764705882354, lift=7.173601147776184), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'normal'}), items_add=frozenset({'mysore', '9'}), confidence=0.625, lift=23.14814814814815), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'mysore', 'normal'}), items_add=frozenset({'9', 'food_and_beverages'}), confidence=0.14285714285714285, lift=8.403361344537814), OrderedStatistic(items_base=frozenset({'cash', 'c', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'female', '9'}), confidence=0.38461538461538464, lift=6.868131868131869), OrderedStatistic(items_base=frozenset({'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'cash', '9'}), confidence=0.33333333333333337, lift=9.009009009009011), OrderedStatistic(items_base=frozenset({'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'9', 'c'}), confidence=0.625, lift=23.14814814814815), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', '9', 'normal'}), items_add=frozenset({'mysore'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'mysore', 'female', 'c', '9', 'normal'}), items_add=frozenset({'food_and_beverages'}), confidence=0.625, lift=3.591954022988506), OrderedStatistic(items_base=frozenset({'9', 'cash', 'female', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'c'}), confidence=1.0, lift=3.048780487804878), OrderedStatistic(items_base=frozenset({'cash', 'female', 'c', 'food_and_beverages', 'mysore', 'normal'}), items_add=frozenset({'9'}), confidence=0.625, lift=6.793478260869565)])

8. Compare the performance of the two classifiers – association rules and random forest.

# Random forest output in classification report shows dismal performance as there is not sufficient data to predict 
# the category of the item that's purchased.

# Association rules shows a good output in terms of combinations.

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